From 0857b37a46d788a45ec0ba8466feaa6082613775 Mon Sep 17 00:00:00 2001 From: ydo2001 Date: Sun, 7 Dec 2025 18:24:02 +0100 Subject: [PATCH] stap 3 samengevoegd. overbodige info onderaan weggehaald. headers gestroomlijnd. gekopieerd en in nieuwe notebook per 5 december csv file ingeladen. --- notebooks/Combined_Analysis_251119.ipynb | 397 ++-------- notebooks/Combined_Analysis_251205.ipynb | 877 +++++++++++++++++++++++ 2 files changed, 947 insertions(+), 327 deletions(-) create mode 100644 notebooks/Combined_Analysis_251205.ipynb diff --git a/notebooks/Combined_Analysis_251119.ipynb b/notebooks/Combined_Analysis_251119.ipynb index 2455c3a..cb5b781 100644 --- a/notebooks/Combined_Analysis_251119.ipynb +++ b/notebooks/Combined_Analysis_251119.ipynb @@ -4,24 +4,24 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Combined Algorithm Registry Analysis\n", + "# Algorithm Register Analysis\n", "\n", "## Overview\n", "\n", - "This notebook performs multiple analyses of the Dutch Algorithm Registry:\n", + "This notebook performs multiple analyses of the Dutch Algorithm Register:\n", "\n", "0. **Packages, loading data and helper functions**\n", "1. **Total number of registrations** \n", "2. **Registered algorithms per type of organisation and risk category**\n", - "3. **Overview of municipalities** \n", + "3. **Top 20 municipalities by population & algorithm publication type**\n", "4. **Completeness of records by municipality**\n", - "5. **Completeness of records (high-impact) by algorithms**\n", + "5. **Completeness of records by algorithm**\n", "\n", "**Data source**: Gepubliceerde algoritmes 2025-11-19.csv\n", "\n", "**Note**: \n", - "- Paired fields (impacttoetsen + impacttoetsen_grouping, lawful_basis + lawful_basis_grouping) are combined - if EITHER is filled, the combined field is marked as filled. This is because some organisations scored put all their information in one record, instead of splitting between both.\n", - "- \"Uitvoeringsorganisaties and others\" includes all organisations in the Registry except for municipalities (gemeentes), provinces, and ministries." + "- Paired fields (impacttoetsen + impacttoetsen_grouping, lawful_basis + lawful_basis_grouping) are combined - if EITHER is filled, the combined field is marked as filled. This is because some organisations put all their information in one record, instead of splitting between both.\n", + "- \"Uitvoeringsorganisaties and others\" includes all organisations in the Register except for municipalities (gemeentes), provinces, and ministries." ] }, { @@ -33,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 46, "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 47, "metadata": {}, "outputs": [ { @@ -98,7 +98,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 48, "metadata": {}, "outputs": [ { @@ -128,6 +128,17 @@ " Overige algoritmes: 72.2%\n", " Impactvolle algoritmes: 27.8%\n", "\n", + "================================================================================\n", + "OVERALL DISTRIBUTION ACROSS ALL ALGORITHMS IN THE REGISTER\n", + "================================================================================\n", + "\n", + "Total algorithms: 1214\n", + "\n", + "Algorithm type distribution:\n", + " Overige algoritmes: 611 algorithms (50.3%)\n", + " Impactvolle algoritmes: 572 algorithms (47.1%)\n", + " Hoog-risico AI-systeem: 31 algorithms (2.6%)\n", + "\n", "================================================================================\n" ] } @@ -206,211 +217,35 @@ " print_risk_category_breakdown(df_ministeries)\n", " print()\n", "\n", - "print(\"=\" * 80)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 3. Overview of municipalities\n", - "\n", - "Top 20 municipalities by population are manually selected (could read in from public sources for futureproofing).\n", - "They are then ranked by their amount of publications in the Algorithm Registry." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "================================================================================\n", - "TOP 20 MUNICIPALITIES (BY POPULATION) - PUBLICATION COUNT\n", - "================================================================================\n", - "\n", - "Publication counts:\n", - "--------------------------------------------------------------------------------\n", - "Rank Municipality Algorithms Status\n", - "--------------------------------------------------------------------------------\n", - "1 Amsterdam 63 ✓ Published\n", - "2 Rotterdam 23 ✓ Published\n", - "3 Den Haag 40 ✓ Published\n", - "4 Utrecht 45 ✓ Published\n", - "5 Eindhoven 2 ✓ Published\n", - "6 Groningen 15 ✓ Published\n", - "7 Tilburg 13 ✓ Published\n", - "8 Almere 12 ✓ Published\n", - "9 Breda 0 ✗ No data\n", - "10 Nijmegen 4 ✓ Published\n", - "11 Apeldoorn 0 ✗ No data\n", - "12 Haarlem 3 ✓ Published\n", - "13 Arnhem 15 ✓ Published\n", - "14 Haarlemmermeer 4 ✓ Published\n", - "15 Amersfoort 5 ✓ Published\n", - "16 Enschede 2 ✓ Published\n", - "17 Zaanstad 6 ✓ Published\n", - "18 's-Hertogenbosch 1 ✓ Published\n", - "19 Zwolle 0 ✗ No data\n", - "20 Leiden 8 ✓ Published\n", - "\n", - "================================================================================\n", - "SUMMARY:\n", - "--------------------------------------------------------------------------------\n", - " Municipalities with published algorithms: 17 of 20 (85.0%)\n", - " Total algorithms from top 20: 261\n", - " Average algorithms (for those who published): 15.4\n", - "================================================================================\n", - "\n" - ] - }, - { - "data": { - "image/png": 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nDNfeE09UQW6uinJzNXzcOGucZ+e4OI9co6CywArwlqctP6bHZZdn68G1D+pPE/7kkTqAQyH0AwAAAAAAaMY6fkuWLrFGe/bv1V+FrkJt9ttsd1kAAOD/VIeEKGniBBXGxCht1y4FBgVp+sKFGjdjhvwDAjxyje/2fac7vrlDORXH96af95Pe18w+MzWx+0SP1AMciNAPAAAAAADgKDbv2KzPV36urjFd5R/or28DvpXb4ba7LAAAYLrvevTQ7vHjVVRdpczERPUYOFDT589Xv+HDPXL+WnetnvzhSb289WW561v29/+9q+61xnyGBYR5pDZgf4R+8FplOWXyD/a3uwy0AoccCvYLVlFtkTXPuiMozS61uwQAAAAAx6mguEBvffyWamprFNMpRuv916vYWWx3WQAAdHhul0upo0Ypc/AgZaelqbK8XKOmTtWZc+cqvFMnj1wjrSRNty6/VZtyN3nkfFnlWXpo3UO6b/x9HjkfsD9CP3itfZ/vU5Yry+4y0ArMYrl1feqUlJJkjcjpKKJDoxUREWF3GQAAAACOgdvt1nufvaek1CRrHb8cZ452unbaXRYAAB1eeWSkkiZPUnFIiNISExURHa3ZV16pkZMny+VyeeQaH+3+SH/67k8qrfHsG/rf3fmuZvaeqfHdx3v0vAChH7zWoscWEZC0UyboKykpUXh4uBUAdhTm5zk2NtbuMgAAAAAcg+82fKfla5erV3wvOVwOrfFfo3pHx3nzIgAA3ih74ADtGTNGhcXFytmxQwNOPFHTFyxQt759PXL+8ppy/WX1X/TBrg/UWu759h6997P3GPMJjyL0g9fq27evoqKi7C4DrfRO2ezsbHXp0kVOp9PucgAAAADgkPZl79O7n72rAP8ARYZHaqPfRsZ6AgBgo9qAAO0+7VTl9eypfcnJVnPBpHPP1aTzzlNwaKhHrpGYl6hblt+ilOIUtabMskw9vO5h3Tv+3la9DjoWQj8AAAAAAIAD1NTU6K1P3lJGdoaGDRimAkeBEv0S7S4LAIAOq7hLF+2aOFHFTofSExLUpXt3nTlvnoaOGeORaWImQHwt4TU9/v3jqnHXqC28s/MdzegzQ+O7MeYTnkHoBwAAAAAAcIAvv/1SazetVb+e/SSntDpgNWM9AQCwQb3DofQRJyhtxAjl5+SoKC9PJ4wbZ43zjO7a1SPXyKvI050r79SK9BVqa/etuk/vnveuQv0906mIjo25egAAAAAAAPtJ2pOkJUuXKDIiUiHBIdrmt00FzgK7ywIAoMOpCglR4vTpSj3hBKUmJam2ulozLr5YF/7ylx4L/L7N+FZz/zvXlsDPyCjL0CPrHrHl2mh/6PQDAAAAAAD4P2UVZXrr47dUVFKkIf2HqNRRqi1+W+wuCwCADie/Z0/tHn+aiquqlJmYqB4DB2rGggXqO2yYR85vRng++cOTennLy6qXvd38b+94W7P6zdKorqNsrQO+j9APXis5OVkRERF2l4FWYOZjl5SUqLS01CPztj3B/KzFxsbaXQYAAAAAm39X+XDph9q8Y7MG9hlo/b6y1n+t6hx1dpcGAECH4Xa5tGfUKGUNHqTstDRVlpdr9NSpmjp3rsI7dfLINfYW79Uty2/RljzveGOPCR3//N2f9da5b8nPSWyD48dPD7zWdTdeJ6eLCbTtkfnFeUCfAUpKSbJ+qfYG0aHReu2F1wj+AAAAgA5s686t+mLVF4qLjVNgQKBSXCnKdGXaXRYAAB1GeVSkkiZNUnFIiNISExXZubO1dt9JEyfK5XJ55Bof7v5Qf/ruTyqrKZM3SSpM0uuJr+uK4VfYXQp8GKEfvFb89HhF9Yqyuwy0AoccivOLk6vWZXvrvFGaXar0j9JVXFxM6AcAAAB04LGe7372rqprqhXTKUZVqtL3/t/bXRYAAB1G1qBB2jN6lAqLipS7c6cGjBihGQsXKr5PH4+cv7ymXH9Z/Rd9sOsDeaunNjyls/qcpa6hnlmvEB0PoR+8VmhsqCK7RdpdBlqBo96hkLoQRboiVe+wP/QDAAAAgE+Xf6ptu7dpUN9B1v0N/htU5aiyuywAANq92oAAa+2+vB49lJGcLLMY0OSf/UyTfvYzBYWEeOQaW/O26tblt2pP8R55s/Lacj207iE9fPrDdpcCH0XoBwAAAAAAOrQdyTv0+arP1aVzFwX4ByjXkavdrt12lwUAQLtX3KWLdk2aqGKHQ+kJCeras6fOnDdPQ0aNspYIaimztNCrCa/qie+fUI27Rr7g05RPdeHACzW+23i7S4EPIvQDAAAAAAAdVmVVpTXWs6y8TD3ielhLEHwf8L1ZlwAAALSSehPynThCaSecoPycHBXl5emEceOs9fuiu3pmtGVuRa7uXHGnVmaslK95YPUDevdn78rf5W93KfAxhH4AAAAAAKDD+vLbL7V5x2YN6D3A6igwHX55zjy7ywIAoN2qCg1V0sSJKuocrbSkJGuE54yLL9a46dPlHxDgkWusSl+lO1bcobxK3/w7PaU4RS9tfUk/P/HndpcCH0PoBwAAAAAAOqQ9GXv0yfJPFB0VrcCAQNWoRhv9N9pdFgAA7VZ+r17afdqpKq6qUmZionoNGqRpCxao79ChHjm/GeH5xPonrJGepnvfly3atEiz+s1S97DudpcCH0LoBwAAAAAAOpza2lr954v/qKCoQEMH/PhC4xa/Lap0VNpdGgAA7U6dy6XUMaOVNXCgsvbuVVVFhcZMm6apc+YoLCrKI9dILU7VLctv0da8rWoPKusq9bc1f9OTU5+0uxT4EEI/AAAAAADQ4az6YZXWb1mvPj36WGM9ix3F2uG3w+6yAABod8qjopQ0eZKKgoOVlpCgqJgYzVi4UCMnTZLT6fTINf6767/683d/VnltudqTZXuX6eu9X+v0nqfbXQp8BKEfAAAAAADoUHLzc7XkqyUKCgxSSHCIte0H/x/kdrjtLg0AgHYla/Ag7Rk9WoWFhcrduVMDTzpJMxYsUFzv3h45f1lNmRX2Ldm9RO3VA2se0GndTlOAyzPrHaJ9I/QDAAAAAAAdRn19vT746gOlZaVp2IBh1rYMZ4YyXBl2lwYAQLtRExCg5PGnKa9HD+1LTpYcDp1+/vmaOHu2gkJ+fMNNS23J3WKN89xbslftWXppul5PfF1XnXCV3aXAB3imdxZe58orr9T555/feH/KlCm64YYbGu/36dNHjz/+uE3VAb5n8eLFGjt2rAIDA63RP+b/qQZVVVWaNm2aunbtqoCAAMXGxmr69OlatWqVrTUDAAAAONim7Zu08vuV6hHXwxop5pZb3/t/b3dZAAC0G8Vdu2rLubO1LyZGyQkJioyJ0YX/7//pzHnzPBL4mTfwvLTlJV328WXtPvBrsGjzIhVVFdldBnwAnX4+yAQOR3LPPffoiSeesP7wA+AZmzZtsl4QGDRokLZs2dJkX21trTIyMjRjxgyFhYXpiy++sG5r1qxRbm6u/P39basbAAAAwE8qqyqtsZ51dXWKioiytm33264SZ4ndpQEA4PPqHQ6lnXSi0k84QflZWSouKNCI007TtPnzFd2li0eukVuRqz+u+KNWZXSsN9uXVJfomY3P6Naxt9pdCrwcoZ8P2rdvX+Pnb775pu6++25t3769cZsJHcytrZmQ0fzi5OfHjxXanwceeMD6eNtttx0U+oWGhiohIaHx/vr16zV69GgVFxcrJydH3bp1a/N6AQAAABxsxfoVStydqP69+lv3K1ShLX5N/30PAACOXVVoqJImTVRhp05K37nT6uibefHFGjt9uvw89Ib4FekrrMAvvzJfHdGb29/UxUMvVs/wnnaXAi/GeE8fFBcX13iLjIy0Ov/232YCvwPHex5KSUmJFi5caAUW3bt31//8z/807ktJSbHOu2HDhsZtZrFVs23ZsmXWffPR3P/44481atQoa+zhihUrrPNecskl1nnj4+P12GOPHTReFGiP7r//fv3yl7/UggULrPvXXHMNgR8AAADgJfIK8vTJ8k8UHhquwIBAa9tm/82qddTaXRoAAD4tr3cvbT53tjIDA7Vn2zZ169tX83/3O40/5xyPBH41dTV6aO1D+tUXv+qwgZ9R467RP77/h91lwMvRktWBPfTQQ7rjjjt033336dNPP9Xvfvc7a3ShWYvsWJjOp4cfflj9+vVTp06ddNNNN2nlypX64IMPrDXOTCfi999/r5EjRx7y8WY9NHNrYLqjAF/04osvas+ePdbnJvA26/wBAAAAsJ+ZTPPJN58oIztDwwYMs7YVO4q127Xb7tIAAPBZdX4u7Rk9RtkDByhr715VVVRYnX1nzJmjsMhIj1xjT/Ee/eHrPygxP9Ej5/N1n6R8osuHXa4RsSPsLgVeik6/DmzChAlWYGeCvt/85jeaO3eu1ZV3PN1NJijs37+/tXbZK6+8YoWAZ555pk444QS99NJL1tjPI41NNB2LDbeePWlPhm8yHbLl5eV69913lZWVZXXSmsAbAAAAgL2S9iTpm3XfKD423lqr29jkv0n1jnq7SwMAwCeVdeqkLefMUnrvXkpOSFBAUJDOu/ZazbrySo8Ffu8nva+L/nsRgd8BHl73sN0lwIsR+nVgp5122kH3ExOP/Q9Qs3ZZg927d6umpkZjx45t3GaCvMGDBx/28bfffruKiooab3v37j3mGgA7mZG2DYKDg3X22Wdb422NzZs321gZAAAAgNraWi1ZukSl5aWKjoq2tuU78rXXye+eAAAcj8zBg7X1nLOVVVervTt3asCJJ+riG2/UyEmTGt9c0xJlNWW6dfmtumvlXSqvLfdIze3J99nf66vUr+wuA16K8Z44pIY/nM0IlAYmzDuUhnDjeJm1AM0N8Gbvv/++dVu/fr11f9u2bdbamTExMerRo4f++c9/6tRTT7XW1Fy+fLkVBAYFBWnSpEl2lw4AAAB0aGs3r9WGxA3q072PtS69sdF/o/TjpwAAoJlqAgO1e/xpyu/WTRkpKdbfq6dfcIEmzZ6twOBgj1xjc85m3bL8FqWVpnnkfO3VY+sf0+Qek+XnJOJBU3T6dWDffffdQfeHDh1qfR4bG2t93LdvX+P+DRs2HPWcZl0/M+Jz7dq1jdtM996OHTs8WDnQ9szPvxldu2XLFuu+Gd9p7r/99tvWGFsT/n344YfWOFuzLqUZl2vCP/P/BAAAAAB7lJSV6MNlH8rfz18hwSHWtixnljJdmXaXBgCATymK66rN587WvuhoJScmqlNsrOb+6lc6c+5cjwR+pvnk+c3P6/JPLifwa4aU4hS9s+Mdu8uAFyIG7sBWrlypBx98UOeff74+//xzvfXWW1Zo0TCi0HQt/e1vf1Pfvn2VnZ2tO++886jnDA8P1xVXXKE//OEPio6OVpcuXXTPPfdYnYMN76gEfNG9995r3Q5n2rRpbVoPAAAAgKP76tuvtHvvbg3pN6Rxm9XlBwAAmsXtcCj9pJOUfsJw5WVlqaSgQCeOH69p8+dbwZ8n5Fbk6vZvbtd3+5o2qeDIntr4lGb3n61Q/5ZN4kP7QqdfB3bzzTdr3bp1Ovnkk/XnP/9Zjz76qGbOnNm4/8UXX7TWPhg1apRuuOEG65jmMOcx6wPOnj3bCkImTJhgdRCaUYcAAAAAALSF9Kx0fbHqC8V0ipGf34/veU5zpinPmWd3aQAA+ITKsFAlnjVTqUOHaM+OHaqrrdVZl1yiC37xC48FfsvTlmvOB3MI/I5DfmW+Xt36qt1lwMvQ6efjzJpi5nagl19+ucn9ZcuWNbmfkpJy1HOboG7VqlVNtu2/xt+UKVOa3N+/2+/1119vvF9WVqb77rtPP//5z496TQAAAAAAWsr8rmrGeuYX5WvYgGE/blO9Nvlvsrs0AAB8Ql7v3ko+7VQVVVQoa9s29R4yRNPnz7c+ekJNXY0eXf+oXk983fo7GsfntcTXdOmwSxUeEG53KfAShH7wuB9++EHbtm3T2LFjrfX87r//fmv7eeedZ3dpAAAAAIAOIHFXotZsWqMecT0al5pIcaWoyFlkd2kAAHi1Oj+X9owZo+wBA5SVmqrqykqNmzFDUy68UGGRkR65RkpRim5ZfosS8xM9cr6OrKS6RP+b+L/65Um/tLsUeAlCP7SKhx9+WNu3b1dAQIA1HvSbb75RTEyM3WUBAAAAANq5uro6ffrNp6qurlZk+I8vTrrl1ma/zXaXBgCAVyvr1ElJkyepODBQ6QkJioyN1VmXXWat4ed0emalsPd2vqcH1jygitoKj5wP0v8m/K8uG3qZwgLC7C4FXoDQDx5n1ghcv3693WUAAAAAADqgTds3adO2TeoR36NxW5IrSWXOMlvrAgDAm2UOGaLUUaeooKBAeXv3atDIkZqxcKG69uzpkfOXVpfq/m/v18cpH3vkfPhJcXWxNSb1Fyf9wu5S4AUI/QAAAAAAQLtQU1NjdfmZtYHCQn58t3ud6pTgn2B3aQAAeKWawEDtnjBe+fHxykhOltPlskZ5Tpw1S4HBwR65xqacTdY4z/TSdI+cD4df2y/UP9TuUmAzQj8AAAAAANAurN+63lrPr1e3Xo3bdrt2q8LBCDEAAA5UFBenXRMnqLi+XhmJiYrr1UvT5s+3uvwa1sRtCXe9Wy9ueVH/88P/qLa+1iM149CKqoqsbr+fn/hzu0uBzQj9AAAAAACAz6usqrS6/Fx+LgUHBTeu5bfNb5vdpQEA4FXcDofSR56k9OHDlZeZqZLCQmvdPhP4dYqN9cg1ssuzdcc3d2h15mqPnA9H92rCq7pk6CV0+3Vwnll9EwAAAAAAwEarN65W0p4k9Yz7ae2hVFeqSp2lttYFAIA3qQwLU8JZM5U6ZIj27Nght9utsy69VBf84hceC/y+3vu15n4wl8DPhm6/xdsW210GbEanHwAAAAAA8Gml5aX6bOVnCgoKUmBAoLXNrOuX4MdafgAANMjt00cpp45TUXm5srZtU+8hQzRjwQL1GjzYI+evrqvWI+se0b+2/csj58Oxe2XrK7p4yMUK8Q+xuxTYhNAPXqssp0z+wf52l4FW4JBDwX7BKqotsn4Rt1tpNu/8BQAAAHzZqu9XKSUtRYP6Dmrclu5MV5GzyNa6AADwBnV+fkoZO0Y5/fsrMzVVNVVVOnXmTE258EKFRkR45Bq7i3brlq9v0faC7R45H45PYVWhFbpeO+Jau0uBTQj94LX2fb5PWa4su8tAKzALAdf1qVNSSpLq6+0P/Yzo0GhFeOgfOQAAAADaTmFJob5Y+YUiwiLk7/fTG0cT/OnyAwCgLDpaSZMnqTggQGkJCYru2lXnXHaZRowfL6fTM6t/vbPjHf197d9VUVvhkfOhZV7d+irdfh0YoR+81qLHFhHCtFMm6CspKVF4eLgVAHoD87MW66G55QAAAADazjdrv1FadpqG9hvauC3Tmak8Z56tdQEAYCfzNvvMoUO095RTVFBQoLzUVA0++WRNX7BAXXv+tP5tS5RUl+i+b+/TpymfeuR88IyCqgK9teMtXTH8CrtLgQ0I/eC1+vbtq6ioKLvLQCswCwRnZ2erS5cuHntHEQAAAICOJzc/V199+5WiI6Plcrkat7OWHwCgI6sJCtSu8RNUEB+njORkOV0ua5TnxFmzFBgc7JFrbMjeoNu+uU3ppekeOR8861+J/9KlQy+Vy/nTv4/QMRD6AQAAAAAAn7Ti+xXKysvSsAHDGrflOnJZKgIA0GEVxcdp18SJKna7lZGQoPg+fTRt/nwNPOkkj0zccte7tWjTIj2z8RnV1td6pGZ4XkZZhj5P/Vxn9TnL7lLQxgj9AAAAAACAzykoLrBGe5ouv/0niLCWHwCgI3I7nUobeZIyhg1TbmamSouKdNLEiZp20UWK8tCSNlllWbp9xe1am7nWI+dD66/tR+jX8RD6AQAAAAAAn/Pdhu+0L2efhvb/aS2/IkeR0p2MGQMAdCyVYWFKmjxJRZGRStu+XaERETrrkks0dto0ufw8EwEsTV2qu1fdrcKqQo+cD61vc+5m/ZD9g07ucrLdpaANEfoBAAAAAACfUlJWoqXfLVVkeGSTtfwS/RKllk8uAwDAZ+T27aOUceNUVF6urG3b1GfoUE1fsEC9Bg3yyPmr6qr08NqH9cb2NzxyPrR9tx+hX8dC6AevlZycrIiICLvLQCuor69XSUmJSktLPTJL/FDMz06sh0YXAAAAAPAuazatUXpWugb3Hdy4rUpVSnWl2loXAABtpc7PTynjxiqnXz9l7tmjmupqnTpzpqZceKHV6ecJuwt36w/L/6AdBTs8cj60va/2fqW9JXvVM7yn3aWgjRD6wWtdd+N1crp+WpcB7YcJ+gb0GaCklCQrAGwN0aHReu2F1wj+AAAAgHamorLC6vILDQ6V334jy5L8klTnqLO1NgAA2kJZdLR2Tp6kkoAApW3dqs5xcTpjzhydcNppTda5bYm3d7ytB9c+qIraCo+cD/Zw17v1euLrum3sbXaXgjZC6AevFT89XlG9ouwuA63AIYfi/OLkqnWpXp4P/UqzS5X+UbqKi4sJ/QAAAIB2Zt2WdUpJT9GA3gMat7nlVpIryda6AABobeZVtMxhQ7X35JOVn5+vgtRUDTr5ZM1YuFBdevTwyDWKq4t176p79fmezz1yPtjvvZ3v6Vcjf6WIAKbqdQSEfvBaobGhiuwWaXcZaAWOeodC6kIU6YpUvaN1Ov0AAAAAtD/VNdX66tuvFBgQqAD/gMbt6c50lTvLba0NAIDWVBMUpF0Txis/Lk4Zu3fL5e9vdfdNmDVLAUFBHrnGD9k/6Nblt2pf2T6PnA/eoby23OrcvPqEq+0uBW2A0A8AAAAAAPiEHxJ+0K7UXerTo0+T7Tv8WGsIANB+FcbHa9fECSqpq1NGQoK69e2rafPna8CJJ1rL6HhiBORzm57TMxufUV09o7Lbo38l/kuXD7tcfk4iofaOZxgAAAAAAHi92tpaLf12qVwul4ICf+poKHQUKtuVbWttAAC0BrfTqbSRI5UxbKhy9+1TaXGxRk6erGnz5ikyJsYj18gsy9Tt39yudVnrPHI+eKes8ix9mvKpZvWbZXcpaGWEfgAAAAAAwOtt3rFZ25K3qUdc0zWL6PIDALRHleHhSpo0SUWREUrbvl2hERGadfnlGnXGGXL5eeZl/S9Tv9Q9q+5RUVWRR84H7/Z64uuEfh0AoR8AAAAAAPBqbrdbX333lfUxJDikcXu1qpXiSrG1NgAAPC23X18ljxunorIyZW/bpr7Dhmn6ggXqOXCgR85fVVelh9Y+pDe3v+mR88E3bM7drG352zQkeojdpaAVEfoBAAAAAACvtjNlpxKTEtU9rnuT7bv8dqnOwdpDAID2oc7fXyljxyq7bx9lpaaqtqZGp519tqZccIFCwsM9co2kgiTd8s0t2lmw0yPng295e8fbuvPUO+0uA63I2ZonBwAAAAAAaKnVG1eroqpC4aE/veBZr3rtdPGCJQCgfSjt3FmbZ52j9G7xSklIsEK+86+7TmddeqnHAr9/b/+3Fn64kMCvA/tw94eqqK2wuwy0Ijr9AAAAAACA18rJz9HazWsVGx3bZHu6M11lzjLb6gIAwBPqJe0bNkxpp5ys/Lw8FaSmasioUdY4z9juTTvcj5dZs+/eVffqi9QvPHI++K7SmlJ9kvyJLhh4gd2loJUQ+gEAAAAAAK+1bss65RXmadiAYU227/SjSwEA4Nuqg4K0e+IE5Xftqoxdu+Tn768z5s7VhHPOUUBQkEeusT5rvW775jZllmV65HzwfW/vfJvQrx1jvGc7s2zZMjkcDhUWFtpdCuDVFi9erLFjxyowMND6f2bKlCmN+1JSUjR//nz1799fISEhiomJ0cyZM7V27VpbawYAAAA6morKCn2z7huFh4XL6fzpJYwyR5mynFm21gYAQEsUduumzefO1r6ICKUkJiomPl7zrr/eWr/PE4FfnbtOT214Std8eg2BH5rYlLNJOwp22F0GWgmhn4/69ttv5XK5NGvWLLtLAXzSpk2brBcNBg0adNA+E/q999576tOnjy655BIr+Pvss880Y8YMZWXxwgIAAADQVjZt36S0fWmKi4lrsj3Zlax6hxmIBgCAb3E7ndozapS2TT1D+/Lzlb13r06ePFkX33STBpx4ovXm9JYyId/Vn16tpzc+rbr6Oo/UjfblnR3v2F0CWgmhn4964YUX9Jvf/EbLly9XRkaG3eWorq5Obrfb7jKAZnvggQf03XffHTI4N0Hg7t279eWXX2rRokVWB61hOmhXrVplQ7UAAABAx1NfX6+V36+03qwXGBB4UOgHAICvqQgP19azz9LegQO0Z/t2yeHQOVdcofOuvVaRMTEeucYXe77QnA/m6Pvs7z1yPrRPS3YvUWVtpd1loBUQ+vmg0tJSvfnmm/rlL39pBRYvv/zyYY81+6KiorRkyRINHjzY6liaO3euysvL9corr1idTJ06ddJvf/tbK7hrUFVVpd///vfq3r27QkNDNW7cuMbgY//zfvDBBxo2bJg1IjE1NfWojwN8Qbdu3dSjR4/G++bnuoH52QYAAADQ+pJSk5S4K1FxsU27/LKd2Sp1ltpWFwAAxyOnXz9tmT1LWU6nUrdvV6/Bg7Xwhhs0dto0ufz8Wnx+E+Dc/+39unHZjSquLvZIzWi/zM/IZ3s+s7sMtIKW/2mCNvfvf/9bQ4YMsUK8Sy+9VDfccINuv/32w7Z+m4DvH//4h9544w2VlJTowgsv1AUXXGCFdh999JHV0TRnzhxNmDDBWsfMuP7665WQkGA9xgQgZtThWWedpc2bN2vgwIGN5/373/+u559/Xp07d1aXLl2a9bgDmUBl/1CluJi/lOA9CgoKdNlll1mfX3755dY6gAAAAABa35qNa1ReUa4+3fs02b7btdu2mgAAOFZ1/v5KHjdWOX36KHPPHtXV1mr8Oefo9PPPV0h4uEeusbNgp25ZfouSCpM8cj50DG/veFs/6/8zu8uAhxH6+ehoTxP2GSZQKyoq0tdff60pU6Yc8viamho9/fTT6t+/v3XfdPq99tpr1tpkYWFhVqfeGWecoaVLl1qhn+nYe+mll6yPJrgzTPfeJ598Ym3/61//2njep556SieddJJ1v7mPO9SYxfvuu68VvlNAy+zatUvnnHOOduzYoSuuuML6fw8AAABA68sryNPqjasVEx3T5A2utarVXtdeW2sDAKC5SmM6K2nSJBX7+Sk9IUGd4+M1de5cnXDqqR5Zu894Y9sbenjdw6qq+6mpAmiOH7J/0K7CXeof9WNugPaB0M/HbN++XWvWrLE66Aw/Pz8rqDNhxOFCPzPSsyHwM7p27WqN9TSB3/7bsrOzrc9NV54Z9WnWNduf6cYzHX0NAgICdOKJJzbeb+7jDmS6FG+66aYmnX49e/Zs1vcDaC0rVqywOmLz8vKsUPruu++2uyQAAACgw1i/db3yCvM0tP/QJttTXamqddTaVhcAAM1RL2nf8OFKO3mk8nNzVZCToyGjRmn6woWK/b9miZYqqirS3Svv1ld7v/LI+dAxvbPzHd0y5ha7y4AHEfr5GBPu1dbWNnbSNSxubtbU++c//3nIx/j7+ze5b95Fcqhtbre7cc1Al8ul9evXWx/3t39QGBwc3OQdKc193IFM7eYGtKX333/fupmfV2Pbtm268sorFRMTo6uvvlrTpk2zAmszRjc/P98ao2tcfPHFjPgEAAAAWlFVdZW+WfeNQkNC5XQ6m+xLdiXbVhcAAM1RHRysXRPGq6BrV6UnJck/MNDq7jMjPQM89Brousx1uu2b25RVnuWR86Hj+mj3R7p51M1yOZu+ng/fRejnQ0zY9+qrr+qRRx7RjBkzmuw7//zztXjxYmutv5Y6+eSTrY490/k3adKkVn8cYIcNGzbolVdeabxvxt2a+71799bs2bMb15k03bXm1mDkyJGEfgAAAEArSkhKUGpGqvr0aLqWX6mjVNnOHyfUAADgjQq7d9OuCRNUXFurfQkJ6t6vn6YtWKD+J5zgkXGede46Pb3xaS3avEju+h8bOICWyKvM0+rM1RrfbbzdpcBDCP18yJIlS1RQUKBrrrlGkZGRTfbNmTPH6gJ86KGHWnwdM57zkksu0eWXX24FjCbMy8nJ0ZdffmmN85w1a5ZHHwfY4d5777Vuh2M6aAEAAAC0vfVb1lsvZAYGBB7c5eeZ5Y8AAPAot9Opvaecon1DBisnI0PlpaU6+fTTdea8eYo8wrJHx2Jf6T7d+s2t1jpsgCd9nPwxoV870nROBryaCfXMyMEDA7+G0G/dunXatGmTR6710ksvWeHdzTffbI03NJ2Ea9euVa9evVrlcQAAAAAA5BXkaeO2jYrpFNNke73qGe0JAPBKFRER2nr22do7oL9Stm2zRlPPuuIKnXfddR4L/D5L+Uxz/juHwA+t4ss9X6q6rtruMuAhjnraWeBliouLrWBz/rPzFdO/6S96aB8c9Q51ruusPFee6h2e/yOoKKNI21/ersXPLVb//v09fn4cnVkj1Iz67dKly0HrsKB94Dlu/3iO2zee3/aP5/jYf/8oKipSRESE3eV0eEu/W6rn33peQ/sPbfKzm+XM0leBX9laGwAci5ULVyoioOnfK0/cfLNqa2rUOS7usI/rum2b+qxZ2wYVwhNy+vdXytgxKiwtVU56uvoNH64ZCxaou4dej6qsrdTf1vxN7+x8xyPnAw7n8SmP68zeZ9pdBjyA8Z4AAAAAAMArwurVG1YrKDDooLB6j2uPbXUBAHCgWn9/pZw6Tjm9eytzzx7V1dZq/DnnaMr55ys4LMwj19hRsEO3fH2LdhXt8sj5gCP5MPlDQr92gtAPAAAAAADYbvfe3dq1d5e6dO7SZLtbbu117bWtLgAA9lcaE6OkSRNV7Oen9IQExcTHa+q8eRo+bpwcDs8sPvuvxH/p0fWPqqquyiPnA45medpyldWUKdQ/1O5S0EKEfgAAAAAAwHabtm1SeWW5wkKadkhkO7NV7WCdGQCAveodDu0bPkx7R45Ufm6uCnNyNGT0aE1fsECx3bp55BqFlYW6a9VdWrZ3mUfOBzSXCZi/TP1SP+v/M7tLQQsR+gEAAAAAAFtVVFbou43fKSo86qAuiVRXqm11AQBgVAcHa9fECSqIjVV6UpICAgM17aKLdOpZZ1mfe8LazLW67ZvblF2e7ZHzAcfqo+SPCP3aAUI/AAAAAABgq61JW5WZk6l+vfodNNozzZVmW10AABR0767dE8aruKZG+xIT1b1/f02bP18DRozwyPlr3bV6asNTemHLC3LXuz1yTuB4rM5YrfzKfEUHRdtdClqA0A8AAAAAANhq/eb11scA/4CDRntWOVjPCADQ9txOp1JHnaLMIUOUk56u8tJSnTJlis6cN08R0Z4JRTJKM3Tr8lu1IWeDR84HtERtfa0+S/lMC4YssLsUtAChHwAAAAAAsE12XrY279is2OjYg/btde21pSYAQMdWERmhpEmTVBQWprRt2xQeFaXZV16pk08/XS6XyyPX+DTlU9337X0qqS7xyPkAT/g4+WNCPx9H6AcAAAAAAGyzafsm5Rfla9iAYU2216ue0Z4AgDaXPaC/9owZo8KSEuVs365+I0ZoxoIF6t6v6Qjq41VRW6G/rfmb3t35rkfOB3jSD9k/KLMsU3GhcXaXguNE6AevVZZTJv9gf7vLQCtwyKFgv2AV1RZZv8h7Wml2qcfPCQAAAMDz3G63Vm9YrZCgEDmdzoNGe1Y6Km2rDQDQsdT6+yv5tFOV26uX9qWkWH9HTZw9W5PPO0/BYWEeucb2/O36w/I/KLko2SPnAzzNvFa7dO9SLRyy0O5ScJwI/eC19n2+T1muLLvLQCtwOByq61OnpJQk1dd7PvQzokOjFRER0SrnBgAAAOAZqftStSdjj2I7M9oTAGCfkthYJU2aqGKnUxkJCYrt3l1T587VsLFjrdexPOH1xNf16LpHVe2u9sj5gNayNJXQz5cR+sFrLXpsEaFNO2WCvpKSEoWHh3vsH04HMj87sbEHv3AAAAAAwHsk7kpUaXmpenfv3WQ7oz0BAG2h3uFQxgnDlXbSScrPyVFhbq6Gjhmj6QsWKCY+3iPXKKgs0F0r79LXaV975HxAa1ubtdZaazI8INzuUnAcCP3gtfr27auoqCi7y0ArMOMRsrOz1aVLl4NG+AAAAADoOL8XrN+yXqHBoQe9GTDHmaMKR4VttQEA2r/qkBDtmjhBBTExSk9KUkBQkBX2jZsxQwGBgR65xpp9a3T7N7cruyLbI+cD2kKtu1bL05ZrVr9ZdpeC40DoBwAAAAAA2tzezL1KzUhV506dD97HaE8AQCsq6NFDu8ePV1FNtfYlJqrngAGaNn+++p9wgsdCk//Z8D96ccuLcte7PXJOoC2Zdf0I/XwToR8AAAAAAPCa0Z5GhjPDlpoAAO2b2+lU6qhRyhwyWDnp6SovLdXoqVM1dc4cRURHe+Qa6aXpumX5LdqUs8kj5wPssCJ9hWrqauTv8re7FBwjQj8AAAAAANDmoz2/3/K9QoJDDhrtWeIoUamz1LbaAADtU0VkpHZOnqTikBClbdum8KgonXvVVRo5ebJcLpdHrvFJ8ie6/9v7VVJT4pHzAXYpqymz1vYb32283aXgGBH6AQAAAACANpWWmaY9GXsU0ynmoH37nPtsqQkA0H5lDxygPWPGqLC4WDk7d1pjPM36fd379fPI+ctryvXAmgf0ftL7Hjkf4A3Mun6Efr6H0A9eKzk5WREREXaX0WGZ731sbKzdZQAAAABop6M9S8pK1Ktbr4P2ZbgY7QkA8IzagAAln3qqcnv11L6UFNW73Zo0e7YmnXeegkNDPXKNbfnb9Iev/6CU4hSPnA/wFl/v/Vq3jb3N7jJwjAj94LWuu/E6OV1Ou8vosKJDo/XaC68R/AEAAADwqPr6en2/9XuFBB082rNOdcp2ZttWGwCg/SiJjVXSpIkqdjqVnpCgLt2768x58zR0zJiD/v45Xq8lvKbH1z+uane1R84HeJO00jTtLtqtfpGe6YhF2yD0g9eKnx6vqF5RdpfRIZVmlyr9o3QVFxcT+gEAAABoldGenTt1PmhfljNLdY46W+oCALQP9Q6H0kecoLQRI1SQm6ui3FwNHzvWGufZOS7OI9fIr8zXXSvvssYfAu3Z8r3LCf18DKEfvFZobKgiu0XaXQYAAAAAwMOjPYtLi9UzvudB+/a5WM8PAHD8qkJCtGviRBXGdFbarl0KDArS9IULNW7GDPkHBHjkGt/t+053fHOHcipyPHI+wJt9nfa1rjzhSrvLwDEg9AMAAAAAAG062jM4KPiQo9X2OQn9AADHJ79nT+0ef5qKq6qUmZioHgMHavr8+eo3fLhHzl/rrtWTPzypl7e+LHe92yPnBLzdhuwNKq8pV4h/iN2loJkI/QAAAAAAQJvYl7NPe9L3KKZTzEH7Sh2lKnGW2FIXAMB3uV0u7Rk1SlmDByk7LU2V5eUaPXWqps6dq/BOnTxyjb0le3Xb8tu0KXeTR84H+Ira+lqty1qnyT0m210KmonQDwAAAAAAtIldqbtUUlaiHvE9DtqX4cywpSYAgO8qj4pU0qRJKg4JUVpioiI6d9bs+fM1ctIkuVwuj1zjo90f6U/f/UmlNaUeOR/ga9bsW0Po50MI/QAAAAAAQJut5+d0OQ892pP1/AAAxyBr0EDtGT1ahUVFyt25UwNGjND0BQvUrW9fj5zfjDT8y+q/6INdH3jkfICvWpO5xu4ScAwI/QAAAAAAQKsrqyjTtt3bFBURddC+OtUpy5llS10AAN9SGxCg3aedqryePbUvOVn1kiade64m/exnCg4N9cg1EvISdOvyW5VSnOKR8wG+bHvBdhVVFSkyMNLuUtAMhH4AAAAAAKDVpaSlKL8wX7279z5oX44zR3WOOlvqAgD4juIuXbRr0kQVOxxKT0hQlx49dOa8eRo6evQhu8iPVX19vV5NeFVPfP+Eatw1HqkZ8HXuerfWZq7VtN7T7C4FzUDoBwAAAAAAWl3SniTV1tYqMCDwoH3ZzmxbagIA+IZ6E/KNGKG0EScoPydHRXl5OmHcOGucZ3TXrh65Rl5Fnu5ceadWpK/wyPmA9uS7fd8R+vkIp90FwD5TpkzRDTfccMRj+vTpo8cff7zNaoLvWL16tWbOnKnY2FgFBQWpd+/e+s1vfqPy8nK7SwMAAADgZUznxObtmxUSHHLI/Yz2BAAcTlVIiBJnTFfqCcOVmpSk2upqzbj4Yl34y196LPBblbFKc/87l8APOAzW9fMddPr5uCuvvFKFhYV6//33j/mx7777rvz9/VulLrRvNTU1Ouuss6yfvVNOOcW6vfHGG/rnP/8pPz8/PfbYY3aXCAAAAMCL7MvZp/SsdHWK7HTQvlrVKt+Zb0tdAADvlt+rl7V+X3FVlTITE9Vz4ECru6/vsGEeOb8Z4fnk90/q5a0vq95aHRDAoSQXJSunPEexIbF2l4KjIPTrwKKjo+0uAT4qJyfHCvyMl19+WSNGjLAC5KefflrJycl2lwcAAADAy+xO3a2SshJ1j+t+0L5cZ67cDrctdQEAvFOdy6XU0aOVNWigstPSVFlertFTp2rq3LkK73TwG0iOx97ivbpl+S3akrfFI+cD2rvVmas1u99su8vAUTDesx3bsmWLzj77bIWFhalr16667LLLlJube9jxntnZ2Tr33HMVHBysvn376vXXXz/onCboufbaa62RjhEREZo6dao2btzYuP/ee+/VyJEj9dprr1mjQSMjI7VgwQKVlJS0wVeMttKtWzfr56mh2/S6666znnPzc3HbbbfZXR4AAAAAL5O4O1FOp9O6HYj1/AAA+yuPitTWc85WWp/eSklMlH9AgM69+mrNvvpqjwV+S3Yv0bwl8wj8gGOwZh8jPn0BoV87ZcI5E8idfPLJWrdunT755BNlZWXpoosuOuxjTHizd+9eLV26VG+//baeeuopKwjc37x586xtH3/8sdavX2+NdTzzzDOVn//TKJZdu3ZZ40aXLFli3b7++mv97W9/a9WvF23v8ssvV48ePfT999/r+eefV2lpqaZPn65BgwbZXRoAAAAAL1JeUa5tu7YpKiLqkPsJ/QAADbIGDdKWc85RptutvTt3qt/w4Vp444065fTT5XK5Wnz+8ppy3fHNHbr9m9tVVlPmkZqBjoJ1/XwD4z3bKbO2mgn8/vrXvzZue/HFF9WzZ0/t2LHjoGDGbDNB3po1azRmzBhr2wsvvKChQ4c2HrNixQprvwn9AgMDrW0PP/ywFfCZkPDnP/+5tc3tdlsjH8PDw637piPsyy+/1F/+8pdD1lpVVWXdGhQXF3v0e4HWGe9pukIrKyut596s73fVVVfpX//6l2pra/Xmm2/aXSIAAAAAL5Gclqy8wjz17t77oH11qmM9PwCAagIClDz+NOX16KGM5GQ5JE3+2c806Wc/U1BIiEeusTVvq25dfqv2FO/xyPmAjia9NF17S/aqZ3hPu0vBERD6tVNm5Kbp2DOjPQ9kOvEODP0SExPl5+enUaNGNW4bMmSIoqKimpzTdHN17ty5yWMrKiqsczYwYz0bAj8jPj7+oI7B/T3wwAO67777juOrhF327NljBX7G+PHjFRoaaoXMb731lhISEuwuDwAAAIAX2ZW6SzW1NQoM+PHNo/szgV+do86WugAA3qG4axftmjhRxQ6H0hMS1LVnT505b56GjBolh8PEfy1TX1+vV7a+oid+eEK17lqP1Ax0VD9k/0Do5+UI/dopE86ZTqy///3vB+0zIdzxntM8dtmyZQft2z8c9Pf3b7LP/OVsuv8O5/bbb9dNN93UpNPPdCTCew0bNkwxMTHWGpHnnHOORo8ebQV+xumnn253eQAAAAC8hHmhdcvOLQoJPnSXRq7zp3XnAQAdS70J+U48UWkjTlB+draK8/N1wrhxmr5ggaK7dvXINXIrcnXniju1MmOlR84HdHSbcjbpZ/1/ZncZOAJCv3bKrLX3zjvvWF13poPvaExXnxnLaNbpaxjvuX37dmttwP3PmZmZaZ3PnNdTzKjQhnGh8A0hISH67LPPdNddd1kjX02nqAmEr7nmGv35z3+2uzwAAAAAXiK/KF8ZWRmKDI885P4cZ06b1wQAsF9VaKiSJk1UUXS00nbutEZ4zrj4Yo2dNk3+AQEeucbK9JX644o/Kq8yzyPnAyBtzt1sdwk4CkK/dqCoqEgbNmxoss2sr7do0SItXLhQt9xyi6Kjo5WUlKQ33nhDzz///EEL3w4ePNhal+0Xv/iFnn76aSvYu+GGGxQcHNx4zLRp03Taaafp/PPP14MPPmiNCM3IyNCHH36oCy64wOr2QsdhxnkuWbLE7jIAAAAAeLHUjFQVlRapS0yXg/bVq55OPwDogPJ691LyaaepuLJSmYmJ6jVokKYtWKC+Q4d65Pw17ho9sf4JvZrwqvV3DQDP2VGwQ1V1VQp00cTjrQj92gEzbtMEMPszHVcrV67UrbfeqhkzZqiqqkq9e/e2gj2n03nI87z00ku69tprrfGMXbt2tTq2TCfX/mM6P/roI/3xj3/UVVddpZycHMXFxWny5MnW8QAAAAAA7G9Pxh7Vu+vl5zr45YcSR4mqHFW21AUAaHt1Lpf2jBmt7IEDlbV3r6oqKzVm2jRNnTNHYfstHdQSqcWpumX5Ldqat9Uj5wPQlFkXMzEvUSO7jLS7FLRG6HfeeefpkksusdaO278jDG3n5Zdftm6H8+677x5234Fr85kA78DOrcsuu6zJ/fDwcP3jH/+wbody7733Wrf9mY5BcwMAAAAAdKz1/Lbt2qbgoEO/XkCXHwB0HOVRUUqaPElFwcFKS0hQVGysZl58sU6aOPGwDQrH6oNdH+gv3/1F5bXlHjkfgMOP+CT0a6eh33//+18rJDLre/3sZz+zRkmaTrLmrCEHAAAAAADar4LiAqVlpR12Pb98Z36b1wQAaHuZgwcrdfQoFRYWKnfnTg086STNWLBAcb17e+T8ZTVl+vN3f9aS3SxDA7SFzTms6+fN/Dzxzr2ysjJrrThz69Spk+bMmWMFgFOmTPFMlQAAAAAAwKfs3bdXxaXF6tLr4PX8DEI/AGjfagIDtXv8acrv1k37UlLM2kE6/fzzNXH2bAWFhHjkGltyt1jjPPeW7PXI+QAc3abcTXaXgCNoUe/0hg0bdP/992v06NGNAWB+fr6ef/55nXnmmerRo4duvvlmrVu3riWXAQAAAAAAPiZtX5rcde5DTgNyy61CR6EtdQEAWl9x167afO5sZXburOTEREXGxGjOL3+pM+fN80jgZ16HfnHLi7rs48sI/IA2ll6arvxK3rzVLkO/E088UXfeeafWrFmj9PR0Pfvss5o1a5YCAwOtP3gzMjL0+OOPa9y4cTrhhBP05ptveq5yAAAAAADgtbanbLdeHziUYkex6hx1bV4TAKB1uR0O7R15khKmT1NmUZHV4TfitNN08c03a8ioUXI4HC2+Rm5Frn7x+S/02PrHVOuu9UjdAI4NIz69l8cW34uLi9PcuXNVV1enzMxMff/999Z2E/4ZCQkJuvjii5Wbm6tf//rXnrosAAAAAADwMqXlpUpNT1VEWMQh9xc4C9q8JgBA66oKDVXSpIkq7NRJ6Tt3Wh19My++WGOnT5efv79HrrEifYX+uOKPdBkBNtucu1mn9zzd7jLQGqFfVVWVPvjgA73++uv65JNPVFNT0yTsM11+55xzjrXeX2Jioh555BFCPwAAAAAA2rH0zHRrPb8e8T0OuZ/1/ACgfcnr3VvJp52qoooKZW3bpl6DB2v6ggXqM2SIR85fU1ejx75/TP+b8L+q14+vOwOwN/RDOwz9rrrqKr333nsqKSlpEvTFxMTosssu0zXXXKNhw4ZZ2xYuXKhBgwYpNTXVE3UDAAAAAAAvtTdzr6prqhUUGHTI/QUOOv0AoD2o83Npz5gxyh4wQFl796qqosLq7DtjzhyFRUZ65Bp7ivfoD1//QYn5iR45HwDPhH4mD/LEyF54Uej3yiuvWE+qeXKdTqdmzpxpBX0/+9nP5H9Ay3Z8fHyTYBAAAAAAALRPyWnJcvm5DrnPdGgw3hMAfF9Zp05KmjxJxYGBSktIUFRsrM665BKdOGGC9VqxJ7yf9L4eWP2AymvLPXI+AJ5RUl2itJI09YzoaXcp8PR4zz59+lgdf1deeaV69Dj02A4jNDRUbre7pZcDAAAAAABerLa2VkkpSQoPDT/k/hJHiWodtW1eFwDAczKHDFbqqFEqKChQ3t69GnTSSZq+cKHievXyyPlLq0v1p+/+pI+SP/LI+QB4XlJhEqFfewv9vvjiC02dOtVz1QD7Kcspk3+wZxb5xbEpzS61uwQAAAAAPionP0dFpUWKiog65H7W8wMA31UTGKjdE8YrPz5eGSkp1hS40y+4QJNmz1ZgcLBHrrE5Z7NuWX6L0krTPHI+AK0X+p3R6wy7y4AnQ79p06ZZrdrLly/X+PHjm+zbsmWLfvvb31p/8H/55ZctuQw6qH2f71OWK8vuMjqs6NBoRURE2F0GAAAAAB+TmZupsvIyde/a/ZD7Wc8PAHxTUVxX7Zo4UcX19cpITLS6+qZddJEGnXyyR9b1MstCvbDlBf3Phv9RrZuOcMDb7SzcaXcJaI3xnodbo6+oqEjLli1jIUcct0WPLSJ0spH53sfGxtpdBgAAAAAfDP3Mun0u16HX9KPTDwB8i9vhUPrIk5Q+fLjysrJUUlCgE8eP17T589XJQ68d5ZTn6I4Vd+i7fd955HwA2qbTD+0w9DMOFeytX7/+sPuA5ujbt6+iog49DgYAAAAA4J32Zuw9bOBnFDoL27QeAMDxqwwL1a5Jk1QYFaW0HTsUEhamsy65RGOmTZOfv2eW5Vmetlx3rbxL+ZW8KQTwJSlFKVZXrp/TIzETPOSYn4377rtP999/f5NOv4kTJx72+Pj4+OOvDgAAAAAA+Iy6ujolpyUrLCTskPsrVKFqR3Wb1wUAOHZ5fXor+dRTVVRRocxt29RnyBBNnz9fvYcM8cj5a+pq9Oj6R/V64utWhzgA31LjrlFqcar6RfWzuxTsx88TIz0PN+LTmD179vFcAgAAAAAA+Ji8wjwVlRQpPCz8kPtLnCVtXhMA4NjU+flpz5gxyh7QX1mpqaqurNSpM2ZoyoUXKiwy0iPXSC5K1q3Lb1VifqJHzgfAvnX9CP18PPQz4xZ79+5tfb5nzx5rfGfXrl0VGBjYeIzT6VSnTp10xhln6J577vFsxQAAAAAAwGvX8yutKFVcl7hD7i92FLd5TQCA5ivr1ElJkyepODBQaQkJ6tSli8667DJrDT/zmq8nvLfzPT2w5gFV1FZ45HwA7F3Xb6Zm2l0GWhL6/e53v7NuRsMf9G+//bbGjx9/rKcCAAAAAADtSGZOptxut/xch365gdAPALzXvqFDtPeUU1RQUKC8vXs1aORIzVi4UF179vTI+UuqS/Snb/+kj1M+9sj5ANhvV+Euu0vAAVq0wuKLL75odfoNGjSoJacBDik5OVkRERF2l+G1zPcmNjbW7jIAAAAAoFFaZtoRO0EY7wkA3qcmKFC7x49Xfny8MpKT5XS5rFGeE2fNUmBwsEeusTFnozXOM7003SPnA+AddhbstLsEeDL0u/LKK1vycOCIrrvxOjldnhkb0B5Fh0brtRdeI/gDAAAA4BVMh9+uvbsUFhJ22GPo9AMA71IUF6ddEyeouL5eGQkJiuvdW9Pmz7e6/EyzR0u56916YfMLemrDU6qtr/VIzQC8x96Svaquq1aAK8DuUnA8oZ95t565LV++3Brn6XK5jvoY85dDbS1/oOPYxU+PV1SvKLvL8Eql2aVK/yhdxcXFhH4AAAAAvEJ+Yb4KiwoPG/rVqU5ljrI2rwsAcDC3w6G0kSOVMXyY8jIzVVJUpJMmTtSZF12kTh56rSm7PFt3fHOHVmeu9sj5AHifuvo67S7arSHRQ+wuBcfb6VdfX3/IzwFPC40NVWS3SLvLAAAAAAA0Q2ZupkrLS9U1push95c6SlXv4HUEALBbZViYkiZNVFFUlNJ27FBIWJjOuuQSjTnzTPn5+3vkGl/v/Vp3rbxLBVUFHjkfAO+VXJRM6OeroV+vXr2szr2goKAm9wEAAAAAQMeWnZ+tOned/PwO/VIDoz0BwH65ffoo5dRxKiovV9a2beo9ZIhmLFigXoMHe+T8ZszfI+se0b+2/csj5wPg/Vir04dDv5SUlCPeBwAAAAAAHVNufq4cOvwbg0ucJW1aDwDgJ3V+fkoZO1Y5/fspMzVVNVVVOnXmTE258EKFRkR45BpmxN8tX9+i7QXbPXI+AL4hrSTN7hLQkvGeAAAAAAAAB0rLSlNgQOBh99PpBwD2KIuOVtLkSSoOCFDa1q2KjovTOZddphHjx8vpdHrkGu/seEd/X/t3VdRWeOR8AHwHnX4+HPq9+uqrx3WRyy+//LgeBwAAAAAAvF9dXZ325exTcHDwYY8pdhL6AUBbMquoZg4dqr2nnKz8/HwVpKZq0Mkna/qCBeras6dHrlFSXaL7vr1Pn6Z86pHzAfA9hH4+HPpdeeWVx7yGnzme0A8AAAAAgParsLhQ5eXlCg0JPewxJQ7GewJAW6kJCtKuCeNVEBenjORkOV0unTFnjibMmqWAoCCPXGND9gbd9s1tvOAPdHCZZZly17vldHimcxhtPN6zvt68RwQAAAAAAOBHeYV5qqisUEx0zCH316hG1Y7qNq8LADqiovh47Zo4QcWmCzsxUXG9e2va/PkaeNJJx9zQcSjmxf1FmxbpmY3PqLa+1iM1A/BdNe4aZZdnKy40zu5ScKyh3z333NN6lQAAAAAAAJ+UX5Sv6tpqBfgHHHJ/uaO8zWsCgI7G7XQqbeRIZQwbqtzMTJUVFenECRM07aKLFBUb65FrZJVl6fYVt2tt5lqPnA9A+5BWkkbo5yUI/dAmzLuI3nvvPZ1//vl2l9KhfPnll7r//vu1fv16637//v31yCOPaNq0aXaXBgAAAKAdySvIsz4eroOE0A8AWldleLiSJk1UUWSk0rZvV2hEhM6+7DKNnjpVLr9jHvZ2SEtTl+ruVXersKrQI+cD0H6YMb+jNdruMiCJIattbNmyZdYvQYe7nXHGGfIGKSkpVj0bNmywuxQcpw8++EAzZszQihUrrJ+rSy+9VJ07d9aePXvsLg0AAABAO5OZmymX03XY/YR+ANB6cvv21ebZs5Tp56c927ap58CBmv+732ncjBkeCfyq6qr0l+/+ot8u/S2BH4BDYm1P79HiP/W3b9+uxx57TOvWrVNhYaHcbneT/SY42rVrV0sv026MHz9e+/btO2RA8//+3//Tr371K1vqQvtz4403Wv8/vvTSS7ryyivtLgcAAABAO5aWlabgoODD7q9wVLRpPQDQEdT5+Sll3Fhl9+2rrNRU1VRX69SzztKUCy6wOv08YXfhbv1h+R+0o2CHR84HoH0i9GsnnX6bN2/W6NGjtWjRIn3//ffavXu31UVkbqZTrOGGnwQEBCguLq7JraCgQL///e91xx13aN68eaqrq9M111yjvn37Kjg4WIMHD9YTTzzR5Dxr167V9OnTFRMTo8jISJ1++unWc3Bg4Pr888/rggsuUEhIiAYOHGiFiw3MdS+55BLFxsZa1zH7TUBkmGsbJ598snWeKVOmNPu6O3fu1OTJkxUUFKRhw4bp888/b7XvJw4tKSnJ+v/ReP/99xUVFaVu3brp+uuvV2lpqd3lAQAAAGhHyivKVVBYcMTQj04/APCs0s7RVndfRvfuSklMVEhYmM6/7jprpKenAr+3drylBR8uIPADcFSEfu0k9Pvzn/+ssrIy1dfXW/dNOGQ+N7fDzfFHU6Y78rzzzrNCtT/96U/WNtOd1aNHD7311ltKSEjQ3XffbQWC//73vxsfV1JSoiuuuMIa3fjdd99Zgd0555xjbd/ffffdp4suukibNm2y9puQLz8/39p31113Wef/+OOPlZiYqKefftoK84w1a9ZYH7/44gurM/Hdd99t1nVN7RdeeKEVbq5evVrPPPOMbr311iN+D6qqqlRcXNzkhpbJzs5u/NwEteZnwDw3//M//6MbbrjB1toAAAAAtC95hXkqryxXSFDIYY8h9AMAzzCvwu4bNkwJZ5+tzKoqpSUladDIkVp40006ccIEOZ0tX82puLpYNy27Sfd/e78qaunUBnB0hH7tZLynCX5MuPe3v/2tMdj5+uuv5e/vr8suu0zx8fH673//66la2x0Twlx88cXy8/PT66+/3hiUmu+fCesamK67b7/91gr9THhjTJ06tcm5nnvuOauby3z/Z8+e3bjdjHVcuHCh9flf//pX/eMf/7ACvbPOOkupqalWJ5/p1jT69OnT+DjT/WeYNeBMN2KDo13XhITbtm3Tp59+anWWNVz37LPPPuz34YEHHmjy9aLlunbt2vi5Gb9rfm4mTpxoBbbvvfee1QEKAAAAAJ6QX5SviqoKBQUGHfYYQj8AaLnqoCDtnjBB+XFdlbFrl1z+/jpj7lxNOOccBQQd/s/gY/FD9g+6dfmt2ld28PJEAHA42eXZqnXXys/Z8nVE0TIteutHbm6u9fGUU05psv3UU0/VX/7yFysUpKvo8Ez3ngnz/vOf/yg8PLzJPtORNWrUKCt8CwsLs8I1E9I1yMrK0nXXXWd12pkxmxEREdbYxv2PMU488cTGz0NDQ63jGrrAfvnLX+qNN97QyJEjdcstt2jVqlVHrflo1zUdgz179mwM/IzTTjvtiOe8/fbbVVRU1Hjbu3fvUevAkfXq1UudOnU65D7z8wQAAAAAnpJfmG9N/HG5XIc9htAPAFqmsFs3bT53tjIjI5SSkKCY+HjN+/WvrfX7PBH4uevdenrj07rqk6sI/AAc158hBZUFdpeBlnb6mXXizChG05lmPq+oqLBCn0mTJlldbMb+a8jhJyZse/jhh/Xhhx9aAdqB+8waf4888ogVmJlA8KGHHrLGZTYwHVt5eXnWWn+9e/dWYGCgdWx1dXWTc5nnZn+mm7DhuTHdd2b9xY8++shad+/MM8/Ur3/9a6uuw2nudY+FOYe5wXPM8266b2+77TbdeOONVgdmw/+LZr1IAAAAAPCU4tLiH+fNHUaN+c9R05YlAUC74XY6tffkkdo3dKhy9+1TaXGxRk6erGnz5iny/5bpaanMskzd/s3tWpe1ziPnA9Ax5VfmKzbkxwmC8NHQz3ShmdDPrOfWv39/bd68WX/4wx+sgOGrr7768QJ+tHMeaMOGDVbwYsaizpw586D9K1eu1Pjx4/WrX/2qcduuXbsOOuapp56y1tMzTHdcQ+flsT6HJsgzNxPWmufPhH5mTT6jrq7umK47dOhQa5tZB9CMdzXM2n9oe+a5rK2t1aJFi/Tqq69a41vNNrpvAQAAAHh6vKfTdfhBQnT5AcDxqQwPV9KkSSqMCFf69u0KjYjQrMsv16gzzpDLQ6+5fpn6pe5ZdY+Kqoo8cj4AHVdeZZ7dJaClod9JJ52kpKQkq1tszpw5VuhnRj2+8847jV1ls2bN8lSt7YIJyM4//3xNmTJFl156qTIzM5vsN+NQTOefCWnMunhmPb/XXntNa9eutT5vYI4x2816fCZ4NWFOcHDwMdVy9913WyNEhw8frqqqKi1ZssQK7YwuXbpY5/vkk0/Uo0cPBQUFWeM8j3bdadOmadCgQVaIaLoTzTF//OMfW/x9w7EzCzeb7z3ffwAAAACtKTc/V4EBh5/eQugHAMcup18/pYwbq6LSUmVv366+w4Zp+oIF6nnAxLDjVVVXpYfWPqQ3t7/pkfMBgOn0g4+v6ffb3/5WDzzwgIYNG2aFP+eee641x7/hZrrBHnvsMc9V2w6YcZ4NIzVNJ9yBtzFjxugXv/iFLrzwQs2fP1/jxo2zxmnu3/VnvPDCCyooKLDWU7zsssus58IEdcfCdPOZ9fTMun+TJ0+2AkczWrShQ/Mf//iHnn32WWt9vvPOO69Z1zVB03vvvWeNeh07dqyuvfZaa31HAAAAAED7Y373zyvMO2LoV+GoaNOaAMCX1fn7K2niBCWNP03p6ekqzM3VaWefrQU33OCxwC+pIEkLliwg8APgUfkVhH7ewFFv/oXuQWa0o/kLyaz31jDeETgWpjvQdBXOf3a+Yvp7ZjZ5e1OUUaTtL2/X4ucWW6N1fY1ZVzI7O9sKjE1QjPaH57j94zlu/3iO2zee3/aP5/jYf/8oKipSRESE3eX4nNLyUt3xyB3y9/NX506dD3lMgl+CNvpvbPPaAMBOKxeuVERA079Xnrj5ZtXW1KhzXNwRH1tVUaH0XbvUOT5eU+fM0fBTT/XY3+f/3v5vq8Ovsq7SI+cDgAbXnHCNbhjF0lJ289iCeybo2717t/V5v379CPwAAAAAAGjnSkpLVF1TrdCQ0MMeU63qNq0JAHxZQXa2dRsyapQ1zjO2e3ePnNes2Xfvqnv1ReoXHjkfAByI8Z7tJPRbuXKlbrjhBn3//fdNtpvxj48++qgmTZrU0ksAAAAAAAAvVFJWoqrqqiOO96x2EPoBwNHU1dUpY/du+fn764y5czXhnHMUEBTkkXOvz1qv2765TZllmR45HwAcCqFfOwj9vvjiC82ePVs1NTXWHP/9rV+/XtOmTbPWsDMfAQAAAABA+1JcVqya2hprvOfhEPoBwJGVl5ZqX3Kyuvfrp2nz56v/iBFyOBwtPm+du07PbnpWz216TnX1dR6pFQAOh9CvHYR+t912m6qrf/zHe0hIiAYPHmz9hbR9+3aVlZVZYeDtt99O6AcAAAAAQDsd7+kw/x3hxekqVbVpTQDgK0wTRW5GhsqKi3Xy6afrzLlzFRkT45Fzm66+W5ffqu+zm05nA4DWQujnHVq0AuzWrVutf9ifddZZysjIsLr71q1bp7S0NGubsWXLFk/VCgAAAAAAvEhxafFBk38ORKcfABysprpae7ZtkxwOnXPFFTrv2ms9Fvh9secLzflgDoEfgDZF6NcOQr9u3bpZH3/zm98oIiKicXtkZKS1zejZs2dLawQAAAAAAF4ovyhfTteRX1qoFqEfAOyvpKBAqdu3q9fgwVp4ww0aO22aXH4tGshmqayt1P3f3q8bl92o4upij9QKAM1VUVuh8ppyu8vo8FoU+l1//fXWO/p++OGHg/Y1bLvxxhtbcgkAAAAAAOClcvNzFRgQeMRj6PQDgJ/k7tunwtxcjT/nHC343e/UY8AAj5x3Z8FOLfxwod7a8ZZHzgcAx4NuP/u16C0knTp1stbxu/fee7Vt2zaNGzfO2r5mzRotXrxYJ510kkJDQ/Xqq682edzll1/esqoBAAAAAICtzJuA8wrzFOh/+NDPLbdqHbVtWhcAeCvTzRfXq5emzp2rE0499YjroR6LN7a9oYfXPayqOtZQBWCvspoyu0vo8FoU+l199dXWX07mH/qvv/66dWtgtm3atElXXXVVk8eY4wn90BxlOWXyD/a3uwyvVJpdancJAAAAADq46ppqVVZXyt//8L+3MdoTZd5HMgAAvipJREFUAH5y8c03y11Xp5j4eI+cr6iqSHevvFtf7f3KI+cDAE+M+IS9WjwsumHB7kMt3H20xbyBI9n3+T5lubLsLsNrRYdGN1lLEwAAAADaUkVVhWrrahUcGHzYYxjtCQA/ie7SxWPnWpe5Trd9c5uyynntDID3YE0/Hw/97rnnHs9VAhxg0WOLCLWOwHxvYmNj7S4DAAAAQAdVWVmp2tpa+YUe/qUFQj8A8Kw6d52e3vi0Fm1eJHe92+5yAKAJOv3sR+gHr9W3b19FRUXZXQYAAAAA4HCdfib0cx3+pYUqsb4UAHjKvtJ9uvWbW/VD9g92lwIAh1ReS6efz4/3BAAAAAAAHU9VVZU13tPP7/AvLdQ4atq0JgBorz5L+Uz3fnuvSqpL7C4FAA6LTj8fC/2mTp0qh8Ohf/zjHxo+fLh1/2jM8V9++WVLagQAAAAAAF66pt+ROv3cYvQcALT0BfS/r/m73tn5jt2lAMBREfr5WOi3bNkyK8QrKipqcv9w6uvrj7gfAAAAAAD4psqqSjnMf0f4vZ/QDwCO3/b87bpl+S3aXbTb7lIAoFkY79kOxnuaYA8AAAAAAHS8Tj8d5X2+daprq3IAoF35V+K/9Oj6R1VVx9qoAHxHRQ2dfj4V+iUnJ1sf4+Pjm9wHWoP5+YqIiFBHYb7W2NhYu8sAAAAAgGaprKw86jFuB51+AHAsCisLddequ7Rs7zK7SwGAY0ann4+Ffr179z7ifcCTrrvxOjldTnUU0aHReu2F1wj+AAAAAPiEyupK1buPPP2HTj8AaL61mWt12ze3Kbs82+5SAOC4sKafj4/33LRpkzZs2KCAgAAtWLCgyb7FixerpqZGI0eO1IknntjSOtEBxU+PV1SvKHUEpdmlSv8oXcXFxYR+AAAAAHxCaVnpUd+oyZp+AHB0te5aPbXhKb2w5QW56/lzE4DvIvTz8dDv9ttv1yeffKLrrrvuoNBvxYoVeuaZZ3TOOefov//9b0vrRAcUGhuqyG6RdpcBAAAAADiE4rJi+bmO/LICoR8AHFlGaYZuXX6rNuRssLsUAGgxxnvar0WzE7///nvr48yZMw/aN336dNXX12vdunUtuQQAAAAAAPDSTj8/vyOHfnUOxnsCwOF8kvKJ5n4wl8APQLtRW1drdwkdXos6/fLz862PLpfroH1Op7PJMQAAAAAAoP2oqKqQy3nw6wH7o9MPAA49/u5va/6md3e+a3cpAOBR9Tryes/w8k6/mJgY6+Orr7560L6GbZ07d27JJQAAAAAAgBeqqalpfMPv4dSJTj8A2N/2/O2av2Q+gR+AdonQz8c7/SZMmKC3335b7733niZNmqRZs2ZZ2z/66COtXLlSDofDOgYAAAAAALS/8U1Ox5FDPzr9AOAnrye+rkfXPapqd7XdpQAA2qkWhX433XSTFfi53W6tWrXKujUw6/mZsZ8333yzJ+oEAAAAAABewrwOUFdXJ4fTceTjHIR+AFBQWaC7Vt6lr9O+trsUAGhVJheCD4/3PPXUU/Xcc88pICDAejL3vwUGBuqZZ56xjgEAAAAAAO2HCfzc9W46/QDgKFbvW625H8wl8AMAeH+nn3HVVVdp5syZeuutt7Rjxw5r26BBgzRv3jx169bNEzUCAAAAAAAvG+1Z766X09Wi9xIDQLtV567TE98/oRe3vGi9SQIAOgLW9GsHoZ9hwr3f/e53njgVAAAAAADwgRezzYvYLofriMc5WzZgCAB81s8//7m25W+zuwwAaFOM9/Sx0G/58uXWx5NPPlnh4eGN949m8uTJx1cdPO7999/X73//eyUnJ+s3v/mNHn/8cbtLQjNceeWVeuWVVw7a/s0332jixIm21AQAAACgY3f6NWe8p6P+yGv+AUB7ReAHAPD60G/KlClyOp1W2Dd+/HjrvsNx5H/Am/21tbVq77799lsrfDnrrLP04Ycfylv94he/sEay/va3v7WC29YOqgoLC62gEZ4xZ84c9ejRo/F+9+7dba0HAAAAQMdd08+M93Q4j/KagAj9AAAAAK8d73lgeybtmj964YUXrM458zEjI6PN1zM0z4P5pcvP7/BPaWlpqbKzs601GFuzPlPH0cJgHJ/rr7/eCtsBAAAAwE7m975mdfoR+gEAAABt5piG619++eXWrWvXrtb9K6644qg3c3x7Z8K0N998U7/85S81a9Ysvfzyy437li1bZgVgn376qTUWNTg4WFOnTrXCt48//lhDhw5VRESELr74YpWXlzc+zu1264EHHlDfvn2tx5x00kl6++23DzqvOceoUaMUGBioFStWaOPGjTrjjDOsLj5zXrNv3bp11vENnX3m+uaxZpvxzjvvaPjw4dY5+vTpo0ceeaTJ11dQUGA9j506dVJISIjOPvts7dy5s3G/+XqjoqL0wQcfaNiwYdZ5rr76amsc5X/+8x/rWvtfD8fv/PPPt34ezPf5iSeeIHQHAAAAYF/o5z566MeafgAAAB1HvXi92qc6/fYPs4yXXnrJ0/X4pH//+98aMmSIBg8erEsvvVQ33HCDbr/99ibdbvfee6/++c9/WqHZRRddZN1MOPavf/3LCg0vuOACPfnkk7r11lut403g97//+7965plnNHDgQGukqjl3bGysTj/99Mbz3nbbbXr44YfVr18/K5Qz6yeacPHpp5+Wy+XShg0b5O/vb41j3b59u1WjCfnM/ejoaK1fv96qxdQ3f/58rVq1Sr/61a/UuXNnazynYT6akM+EeiZINDWec845SkhIsM5tmMDy73//u55//nnrsfHx8aqoqFBxcXHjz4m53qFUVVVZtwbmMWjK/KyYsHbAgAFKT0/XRx99ZP2cmV+yb7zxRrvLAwAAANAB1/Qzb0I0S4AcCZ1+AAAAHQdNKj443hMHMyM9TSBnmDX9ioqK9PXXXzcZw/jnP/9ZEyZMsD6/5pprrFBw165dVlhnzJ07V0uXLrUCNROA/fWvf9UXX3yh0047zdpvjjOdfM8++2yT0O/+++/X9OnTG++npqbqD3/4gxVCGiYwbNClS5fG8C0uLs76/NFHH9WZZ56pu+66y7o/aNAgK8x76KGHmoR9K1eutIJC4/XXX1fPnj2ttfrmzZtnbaupqdFTTz1ldSQ2MB1p5mtpuNbhmIDzvvvuO87vfsdgwt/9Q2QT9D3++ONWhymhHwAAAIC2Vuf+sdPvaEs7EPoBAAB0HCz71Q5CPxMKme6upKQkFRYWHpTkmif5yy+/VHtluufWrFmj9957z7pv1tQzHXMmCNw/9DvxxBMbPzfjUU3HX0Pg17DNnMcw30vTObd/mGdUV1dbXXz7Gz16dJP7N910k6699lq99tprmjZtmhXK9e/f/7D1JyYm6rzzzmuyzYSTJlAy41rMfvM1jRs3rnG/6eQzHYNmX4OAgIAmX+OxMAGoqXv/Tj8TKqLp/2cmkG3Q8P9ZZWWljVUBAAAA6KhM4Gd+LznaCzuM9wQAAOg4AlwBdpfQ4bUo9HvrrbestejMP/YPpTm/APg6E+7V1taqW7duTb5uM47RjPNs0DAG0zDfk/3vN2xr+D6acZ/Ghx9+qO7duzc5zpx3f6GhoU3umzGd5jkxjzXr/d1zzz164403rPGhrcl09R3vc22+pgO/LjRlOjdNp6VZyy8jI8Ma72l0hDUzAQAAAHgf6/e/ZvwKSKcfAABAxxHo4nV+nw797rzzTqsbrKMyYd+rr76qRx55RDNmzGiy7/zzz9fixYsbx2weCxPsmBDMjOrcf5Rnc5mOMHMzYx8XLlxoral3uNBv6NCh1ujO/Zn75vFmTUCz33ydq1evbhzvmZeXZ3U4mjqPxHT/deSfD08y6/d99tln1s+UWTPjlFNO0fXXX9+47iIAAAAAtCXze4kJ/o62boujntAPAACgoyD08/HQb8+ePdY/8s2acGbNOjP20YyC7CiWLFmigoICa42+yMjIJvvmzJljdQGatfGOVXh4uH7/+99boZ3p/ps4caK1TqAJ4yIiInTFFVcc8nEVFRXWen5mfcC+ffsqLS1Na9eutWo5nJtvvlljxozRn/70J2ss6bfffmt1KJr1+RrWBDTjP6+77jprPUFT22233WZ1IB44FvRAffr00aeffmoFhOZnw3yPDuxwRPOYtRcBAAAAwFs4Hc0M/ej0AwAA6DAY72m/FiV0AwYMsNZ1M+HU2LFj1dGYUM+sm3dg4GeYoO3BBx/Upk2bjuvcJoSLjY3VAw88oN27dysqKsrq7rrjjjsO+xjTmWe68MzIx6ysLMXExOjCCy/Ufffdd9jHmHP++9//1t13321dMz4+Xvfff3+TDjLTKfi73/1Os2fPttYVnDx5sjVe8mgBngkKly1bZq07aEaWLl26tMk6hwAAAAAAH+70k0P1OnLox5p+AAAAHUeQK8juEjo8R/3R3pZ3BK+//rouu+yyxi4wwBOKi4utIHX+s/MV0z9GHUFRRpG2v7xdi59brP79+6u9Mx2s2dnZ6tKli/ViAdofnuP2j+e4/eM5bt94fts/nuNj//3DTFcxk1XQPBnZGbrvyfvUuVNnhYWEHfa4BL8EbfTf2Ka1AQAAwB4LhyzUHeMO37gEL+/0S0pKUr9+/fT8889bYyTN+nOdOnU66DjTRQYAAAAAADrWeE//epZ4AAAA6CiC/Oj08+nQz4yNNP/INzZu3GjdDoXQDwAAAACAdjje82ihnwj9AAAAOopgv2C7S+jwWhT6GUddtPv/QkEAAAAAANA+0OkHAACAA4X4hdhdQofXotDvpZde8lwlAAAAAADAJzicjh9DP9HpBwAAgB+F+BP6+XTod8UVV3iuEgAAAAAA4DPjPWUG+xw586PTDwAAoAOh089+TrsLAAAAAAAA7XS8J51+AAAAHQahn493+vXr1++ox5hfAnbt2tWSywAAAAAAAC/r9HOoGeM96fQDAADoMBjv6eOhX0pKihXqHUrDu/0Otx8AAAAAAPhw6Gc6/dx0+gEAAOBHkYGRdpfQ4bUo9DMON8qjOWM+gCMpyymTf3DH+AWxNLvU7hIAAAAAoNn8/fzlcrpU56474nFOOeWqd6nOceTjAAAA4Ps6BXayu4QOr0Whn9vtPmhbXl6ePv74Y11//fXq0aOHli9f3pJLoAPb9/k+Zbmy1FFEh0YrIiLC7jIAAAAAoFmhn7+/vyqqKo5+rPxVJ0I/AACA9i46KNruEjq8Fnf6Hahz58669NJLlZaWpjvuuEO///3v9eKLL3r6MugAFj22qEOFYOZrjY2NtbsMAAAAADgqM90nOChYJWUlRz3WrOtX6ahsk7oAAABgjzD/MPm7Osbkvg4V+jUoKfnxH/7vv/8+oR+OS9++fRUVFWV3GQAAAACAQwgJClFd3dE7+FjXDwAAoP3rFMRoT58P/a6++uqDtpl/8GdmZuqrr76y7tfW1rbkEgAAAAAAwAuFBIccdU0/I6A+oE3qAQAAgH0I/dpB6Pfyyy9bIz2O5JxzzmnJJQAAAAAAgBcKDQ5Vbd3R3+gbVB/UJvUAAADAPp0CCf3axXjP+vr6Q253Op1asGCBnnzyyZZeAgAAAAAAeGHo15zxnoR+AAAA7R+dfu0g9Fu6dOlB20znX2RkpLUeW0REREtODwAAAAAAvFRQYPPCvCAR+gEAALR3hH4+GvpVV1c3fn7aaac169iAAOb349glJyf7dHBsao+NjbW7DAAAAABoFeZ3fYeOvOSHQacfAABA+xcdGG13CTie0C84OPiYjjedf7W1R5/xDxzouhuvk9PllK+KDo3Way+8RvAHAAAAoF0KDAhUMzI/Qj8AAIAOgE4/Hw39DreGH+Bp8dPjFdUrSr6oNLtU6R+lq7i4mNAPAAAAQLsU6B8oNeMlguD6Y3vzMAAAAHwPoZ8Pr+lnuvcMAkC0ptDYUEV2i7S7DAAAAADAIQQGBjbrdQFCPwAAgPavUyChnzc4rtmJDf+oN2uW/eIXv9DatWvldrsPeaurq/N0zQAAAAAAwAs6/RxOh/W7/xGPU6Cc9b67dAMAAACOLjaEiXfe4Jj/1b1u3Tr9/Oc/V1hYmDW68LnnntPYsWN1yimn6Omnn7a2AQAAAACA9i0oKEj+fv6qqa056rF0+wEAALRffk4/dQnpYncZOJ7Qz4R7zzzzjPbt26fnn39eY8aMsTr/NmzYoOuvv17x8fG64oorlJCQ0DoVAwAAAAAA24UGh/4Y+tUcPfQLqQ9pk5oAAADQ9uJC4uR0MNnBGxz3sxASEqKrr75a3333nTZt2qSLLrrICv8qKir0v//7v3r77bc9WykAAAAAAPCq0C/AP4BOPwAAgA6uW1g3u0vA//FTC33yySdWx9+SJUvkcDis4M98jIuLa+mpAQAAAACAl4d+1TXVRz2WTj8AAID2i9DPx0O/vXv36oUXXtBLL72ktLQ0K+gzevbsqauuusrqAOzVq5enawUAAAAAAF7Cz89PYaFhys7LPuqxdPoBAAC0X4R+Phz6nXXWWfryyy/ldrutsM/f31+zZ8/Wddddp5kzZ1pdfgAAAAAAoP2LCo9Selb6UY8Lqw9rk3oAAADQ9rqFEvr5bOj32WefNX4eERGhOXPmqGvXrlq+fLl1O5S//vWv8gUvv/yybrjhBhUWFtpdCjqIrVu3asyYMdZamOb/o8zMTLtLAgAAAIBmi46KbtZ4z/D68DapBwAAAG2PTj8fH+/Z0M1XUlJiBWVH09zQ78orr7QCt/fff7/J9mXLlumMM85QQUGBoqKijqdkwOuYoG/+/PmqqTn6ovcAAAAA4K2dfvXuH5f8OFqnn6PeoXrH0Y8FAACAbyH08x7O43mQGevZ3JuvaI/BS3X10d9t2ZHrsZvpKk1NTdWtt95qdykAAAAAcFzCw5rXweeSi3X9AAAA2iGXw6WuIV3tLgPHG/rdc889x3S7++675Ul5eXlauHChunfvrpCQEI0YMUKLFy9ucswnn3yiiRMnWl2BnTt3ttYc3LVrV+P+lJQUq1vxzTff1Omnn66goCC9/vrrh7zef/7zH51yyinWMf369dN9992n2traxv3mPM8++6x1DVPP0KFD9e233yopKUlTpkxRaGioxo8f3+T69957r0aOHKkXX3xRvXr1UlhYmH71q1+prq5ODz74oOLi4tSlSxf95S9/aVKL6YK89tprFRsba41WnTp1qjZu3HjQeZ9//nn17dvXqvl4a2zO13689UB6++239dxzz+mZZ57RgAED7C4HAAAAAI5LWEhYs9/0y4hPAACA9qdLSBf5OY9rqCRawTE/EybIs1NlZaVGjRpldUeZoOnDDz/UZZddpv79+2vs2LHWMWVlZbrpppt04oknqrS01AoeL7jgAm3YsEFO508552233aZHHnlEJ598shVIffrpp02u9c033+jyyy/XP/7xD02aNMkKxX7+858f9H3405/+pEcffdS6mbouvvhiKyS7/fbbrVDv6quv1vXXX6+PP/648THmXOa+CSjN53PnztXu3bs1aNAgff3111q1apX1uGnTpmncuHHWY+bNm6fg4GDrcZGRkVaQd+aZZ2rHjh2Kjo62jjFB3jvvvKN3331XLpfruGtsztfekno6MhM6X3fddbrqqqus56E5I3IBAAAAwBtFhEbIz89PtXW18vfzP+qIzyxltVltAAAAaH2M9vQuXhe/LlmyxOp825/pgGtgOvx+//vfN97/zW9+Y4V1//73vxtDvzlz5jR5vOmoM91oCQkJOuGEE5qMV7zwwgsPW4vpbDPB4BVXXGHdNyGZCc9uueWWJqGfCW8uuugi63MTqJ122mm66667NHPmTGvb7373O+uY/bndbquu8PBwDRs2zFqzcPv27froo4+sYHLw4MH6+9//rqVLl1qh34oVK7RmzRplZ2crMDDQOsfDDz9srX9ousYaAjkzQvPVV1+1vt79HWuNR/vaW1rP/qqqqqxbg+LiYrVnpoPSdEma8M90X6alpVnbzTZz3/xcmE5PAAAAAPB2YaFhCvAPsH73O1roR6cfAABA+9M9rLvdJcCbQz8Tfj399NNNtq1evVqXXnppYwD417/+1Qr50tPTrV8sTGBkxlY22Llzp9XdZx6Xm5trBWyGWT9t/9Bv9OjRR6zFjKpcuXJlkzGb5vqm27C8vLzxmqajsEHXrj/OrjVjR/ffZh5jwizTnWj06dPHCvz2P8Z0wu3fiWi2mVCtoRbTtWjGle6voqKiyVjO3r17HzJgO9Yaj/a1t7Se/T3wwANWyNhRNIy9MYHu/szPselcNd9fAAAAAPAF4aHhCggIUHVNtUIVesRjw9xN3+ALAAAA39cjrIfdJcCbQz+zvtyBa5w1dEIZDz30kJ544gk9/vjjVmhljjcdeyb8a3DuuedaYdOiRYvUrVs3K/QzYd/+xzRc60hMqGXCqEN1A+6/Pp2//0/vZjTr5x1uW0P4eOD+hmMOta3hMaaW+Ph4LVu27KBazNqFR/uajrXGo33tLa1nf2bEqBnH2sAEjz179lR7ZX5eza2BGe9puixN8JqZmWlrbQAAAABwrGv6BQcGq6r6p+kth0OnHwAAQPvTL6qf3SXAm0O/ozHdZ+edd15j558JqcwacmZEppGXl2eNyTSBn1mLzjCjKI/HKaecYp3rwBDSDqYWEwiZtRJMl2BbXO9IX7sn6zHjQRtGhAIAAAAAfIeZWBMbHaude3Ye9Vizpp/M4JMf33MKAACAdqB/ZH+7S8B+fpol6SMGDhyozz//XKtWrVJiYqJ+8YtfKCvrp4XAO3XqZI2cfO6555SUlKSvvvqqSRfZsTAjQs16dKbjbevWrdb13njjDd15551qa9OmTbPW4Tv//PP12WefWevBme/BH//4R61bt87j1zva197W9bRnV155pTXyky4/AAAAAL6oW5duqqyqPOpxfvJTsILbpCYAAAC0Pj+nn3pH9ra7DPhy6GdCJ9NlNnPmTE2ZMkVxcXFW8NTArIlnwqn169dbIz1vvPFGayTo8TDXWLJkiRVqjRkzRqeeeqoee+wxa3RoWzPjNz/66CNNnjzZGgU5aNAgLViwQHv27Glco8+Tjva1t3U9AAAAAADv1LlT58a1y4+Gdf0AAADaj17hveTvbLpsGezlqG/uv8yBNmLW9IuMjNT8Z+crpn+MfFFRRpG2v7xdi59brP79aW8+kBnLm52drS5dulhBPdofnuP2j+e4/eM5bt94fts/nuNj//2jqKhIERERdpfjk1ZvWK0nX3tSQwcMbVwv/rDH+q/Wbr/dbVYbAAAAWs/03tP16JRH7S4D++G3PwAAAAAAcNw6RXaSv7+/qmuqj3pspDuyTWoCAABA6+sfRcOLtyH0AwAAAAAALQr9ggODm7WuX6f6Tm1SEwAAAFofoZ/3IfQDAAAAAADHLSo8SkGBQaqoqjj6se6oNqkJAAAArW9A5AC7S8ABCP0AAAAAAMBxM6M9Y6NjVVl59E6/QAUqxB3SJnUBAACg9fg5/NQ7srfdZeAAhH4AAAAAAKBFunXt1qzxnkZUPd1+AAAAvq5XRC/5O/3tLgMHIPQDAAAAAAAtEtspVu56d7OOZcQnAACA72M9P+9E6AcAAAAAAFqkU2QnqV6qr68/+rH1ndqkJgAAALQeQj/vROgHAAAAAABapFNEJ/n5+ammtuaox9LpBwAA4PsGRA2wuwQcAqEfAAAAAABokeioaAUHBauisuKox4bXh8tV72qTugAAANA6hncebncJOAS/Q20EvEFZTpn8g31zIdDS7FK7SwAAAACANhMdGa2w0DCVV5QrMjzyiMc65FBUfZTyHHltVh8AAAA8p1NgJ/UI72F3GTgEQj94rX2f71OWK0u+Kjo0WhEREXaXAQAAAACtzoz27BnXUxsSNzTreDPiM89J6AcAAOCLhsfQ5eetCP3gtRY9tsinQzNTe2xsrN1lAAAAAECb6NO9j9ZsXNOsYzu5O7V6PQAAAGgdI2JG2F0CDoPQD16rb9++iopigXcAAAAA8AVdOncxsztVX18vh8NxxGPNeE8AAAD4phNiTrC7BByG83A7AAAAAAAAjiX0CwoIUmVVZbM6/Rz1Rw4GAQAA4J0I/bwXoR8AAAAAAPBI6BcaEqqyirKjHusnP3WqZ8QnAACAr+kW2k3RQdF2l4HDIPQDAAAAAAAtFhYSpi7RXVRaXtqs42PcMa1eEwAAADyLLj/vRugHAAAAAAA8ok+PPqqoqGjWsYR+AAAAvofQz7v52V0AcDjJycmKiIiQrzK1x8bG2l0GAAAAALSZ+C7xqld9s44l9AMAAPA9hH7ejdAPXuu6G6+T0+W7zajRodF67YXXCP4AAAAAdBhmvKfL6VJNbY38/fyPeGxofahC3CEqd5a3WX0AAAA4fk6HU8M7D7e7DBwBoR+8Vvz0eEX1ipIvKs0uVfpH6SouLib0AwAAANBhdI3pqtCQUJVVlCkqPKpZ3X6pztQ2qQ0AAAAt0y+yn0L8Q+wuA0dA6AevFRobqshukXaXAQAAAABopujIaIWHhqus/BhCPxH6AQAA+IIRMSPsLgFH4buzEwEAAAAAgFdxuVzq072PSitKm3U86/oBAAD4jtFxo+0uAUdB6AcAAAAAADymT48+qqmpadaxneo7yVXvavWaAAAA0HJj48baXQKOgtAPAAAAAAB4TI+uPeTn8lNN7dGDP6ec6uzu3CZ1AQAA4Pj1DO+puNA4u8vAURD6AQAAAAAAj+ke113hYeEqKStp1vGM+AQAAPB+dPn5BkI/AAAAAADgMZ0iOimuc5yKS4ubdTyhHwAAgPcbEzfG7hLQDIR+AAAAAADAYxwOhwb3G6yKiopmHd/F3UWOeker1wUAAIDjR+jnGwj9AAAAAACAR/WK76X6+nrrdjT+8mddPwAAAC/WJ6KPuoR0sbsMNAOhnxd6+eWXFRUVddj7aD+2bt2qkJAQ652wcXEsggoAAACg/azrFxoSqrLysmYdH+fm9yEAAABvRZef7yD0a2NXXnmlFfD87W9/a7L9/ffft7Yb8+fP144dOxr3HXgf7YMZdWOe25qaGrtLAQAAAACPiouJU1R4lIrLmreuH6EfAACA9xobN9buEtBMhH42CAoK0t///ncVFBQccn9wcLC6dOly2PtoH2644Qalpqbq1ltvtbsUAAAAAPAoPz8/Deo7SCWlJc063oz39K/3b/W6AAAAcOxGx422uwQ0E6GfDaZNm2aNcnzggQeOa7znvffeq5EjR+rFF19Ur169FBYWpl/96leqq6vTgw8+aJ3bhIR/+ctfmpy3sLBQ1157rWJjYxUREaGpU6dq48aNTY7585//bD02PDzcOva2226zrrW/559/XkOHDrXCyyFDhuipp55q3JeSkmJ1LL777rs644wzrNGVJ510kr799tsWf9/ak7ffflvPPfecnnnmGQ0YMMDucgAAAADA4/r06GP9ntocTjnV1d211WsCAADAsekX2U8xwTF2l4FmIvSzgcvl0l//+lc9+eSTSktLO65z7Nq1Sx9//LE++eQTLV68WC+88IJmzZplne/rr7+2OgnvvPNOrV69uvEx8+bNU3Z2tvW49evX65RTTtGZZ56p/Px8a//rr79uBYXmsWa/CRSffvrpJtc1x9x9993WcYmJidbXcdddd+mVV15pctwf//hH/f73v9eGDRs0aNAgLVy4ULW1tcf1tbY3Jhi97rrrdNVVV+niiy+2uxwAAAAAaBU9uvaQv7+/qqqrmnV8XB0jPgEAALwN6/n5FkI/m1xwwQVWB90999xzXI93u91Wp9+wYcN07rnnWl1127dv1+OPP67BgwdbgZL5uHTpUuv4FStWaM2aNXrrrbc0evRoDRw4UA8//LDVQWi6zgwTQl5zzTXWY01QZ8K9ESNGNLmuqfeRRx7RhRdeqL59+1ofb7zxRj377LNNjjOBnwkhzXnuu+8+7dmzR0lJSYf8WqqqqlRcXNzk1p795z//sbouTfg3e/Zs6zkzzDZz3wSzAAAAAODrusd1V0RYhIpLWdcPAADAV42LH2d3CTgGhH42Mh11pkPOdMwdqz59+lgjOBt07drVCgCdTmeTbQ0BkhnjWVpaqs6dO1vjQBtuycnJVtegYULDsWObLsi5//2ysjLrWBMM7n8OMxK04RwNTjzxxMbP4+PjrY+HC7PMmNPIyMjGW8+ePdWe1dfXWx9NIPvhhx82jlg14ae5X15ebnOFAAAAANByYSFh6hnXs9mhX3h9uELdoa1eFwAAAJrH3+mv8d3G210GjoHfsRwMz5o8ebJmzpyp22+/XVdeeeUxPdaMSNmfWUfvUNtMR6BhAj8Tvi1btuygc+2/XuCRmHMYixYt0rhx4w4aWXq4+kwdRkMtBzJf/0033dR433T6tefg74YbbrBu+6/ZaLorTUibmZlpa20AAAAA4ElD+w/VhsQNzT7edPvtcjZ9UykAAADsMarrKIX686YsX0LoZ7O//e1v1phPM4qzNZn1+0yg5OfnZ3UJHoqpYe3atbr88ssbt5n7DUwo1a1bN+3evVuXXHKJx2oLDAy0bgAAAACA9qVvz77y9/txXb/AgKP/3hdfF69dfoR+AAAA3uD0HqfbXQKOEaGfzcyaeSZA+8c//tGq15k2bZpOO+00nX/++XrwwQettfYyMjKscZJmfUGzzt9vfvMbXXfdddbn48eP15tvvqlNmzapX79+jecx6/P99re/tcZwnnXWWdZIynXr1qmgoKBJtx6az3R5HmunJwAAAAD4gj7d+6hTVCcVFheqa0zXox7f1d1VjnqH6h0/LosAAAAA+5zek9DP17Cmnxe4//77Dzv60lPMiM2PPvrIGilqRkma0G/BggXas2eP1cFnmPDRjNr8/e9/b3UGmvX+TBgVFBTUeJ5rr71Wzz//vF566SUrsDz99NOt8ZR9+/Zt1foBAAAAAL4nJDhEg/sMVmFJYbOOD1CAouujW70uAAAAHFm/yH7qGd5+l+Fqrxz19fW8fc7LPfvss/rTn/6ktLS0Nr/29OnTFRcXp9dee63NrmnW9DOdhPOfna+Y/jHyRUUZRdr+8nYtfm6x+vfvb3c5XseE3NnZ2erSpYucTt570B7xHLd/PMftH89x+8bz2/7xHB/77x9FRUWKiIiwu5x2ael3S/XCWy9o6IChjWu+H8lWv63a5L+pTWoDAADAoV01/CrdNJrpfr6G8Z5ebu/evVaH3vDhw1v9WuXl5XrmmWc0c+ZMuVwuLV68WF988YU+//zzVr82AAAAAKD9rutnOv7KKsoUFhJ21ON71PUg9AMAALDZ5B6T7S4Bx4HQz8uZMZvdu3e3Rmi2toYRoH/5y19UWVmpwYMH65133rHWAwQAAAAA4Hj06NpDMdEx1rp+zQn9IusjFeGOULGzuE3qAwAAQFORgZE6ucvJdpeB40Do5+VycnLa7FrBwcFWZx8AAAAAAJ7i5+enEQNH6MOvP2z2Y0y3X4IzoVXrAgAAwKFN6DZBLqfL7jJwHFjcAQAAAAAAtKp+vfrJIYfq6uqaHfoBAADAHqf3ON3uEnCcCP0AAAAAAECr6teznyLCIlRc2ryRndH10Qpxh7R6XQAAAGjKz+GniT0m2l0GjhOhHwAAAAAAaFUxnWLUI66Hta5fc5iuwO7u7q1eFwAAAJoa2WWkIgIi7C4Dx4nQDwAAAAAAtCqHw6ERg0eoorKi2Y9hxCcAAEDbm9prqt0loAUI/QAAAAAAQKvr26Ov/Pz8VFVd1azju7i7KKA+oNXrAgAAwI+cDqdm9plpdxloAb+WPBhoTWU5ZfIP9pcvKs0utbsEAAAAAPC6df3MmM/8wnzFd4k/6vFOOdW9rruS/ZLbpD4AAICO7pQup6hLSBe7y0ALEPrBa+37fJ+yXFnyVdGh0YqIYPYxAAAAABjBQcE6achJ+mzlZ80K/RpGfBL6AQAAtI2z+55tdwloIUI/eK1Fjy3y6dDM1B4bG2t3GQAAAADgNYYOGKrPV36umtoa+fsdfbJLvDtefvV+qnXUtkl9AAAAHZWfw0/Te0+3uwy0EKEfvFbfvn0VFRVldxkAAAAAAA8Z1GeQoiOjVVBUoC6djz46yiWX4uvitddvb5vUBwAA0FGNix+nTkGd7C4DLeRs6QkAAAAAAACaIyIsQsMHDbfW9WuuPnV9WrUmAAAASGf1PcvuEuABhH4AAAAAAKDNnDDwBLnr3aqrq2vW8d3c3RRYH9jqdQEAAHRUAc4AndnrTLvLgAcQ+gEAAAAAgDYzqO8gRUVEqbC4sFnHO+VUr7perV4XAABARzWh+wSFB4TbXQY8gNAPAAAAAAC0mc5Rna21/fKLjmHEZy0jPgEAAFrL2X3PtrsEeIifp04EeFpycrIiIiLkLUwtsbGxdpcBAAAAAD7vpCEnafXG1aqvr5fD4Tjq8TH1MQp3h6vEWdIm9QEAAHQUwX7BOr3H6XaXAQ8h9IPXuu7G6+R0eU8zanRotF574TWCPwAAAABoIdPpFxkWqaKSImvUZ3P0qeujzc7NrV4bAABAR2ICvxD/ELvLgIcQ+sFrxU+PV1Sv5v3y19pKs0uV/lG6iouLCf0AAAAAoIXiYuPUp3sfbU/Zfmyhn99m6eiNgQAAAGgmRnu2L4R+8FqhsaGK7BZpdxkAAAAAAA8zIz1HDhupjds3NnvEZ1h9mGLcMcp15bZJjQAAAO1dp8BOmtRjkt1lwIO8Z3YiAAAAAADoMIb0G6KwkDAVlxY3+zF96/q2ak0AAAAdyax+s+Tv9Le7DHgQoR8AAAAAAGhzPeN7qn+v/srJz2n2Y3rV9ZKznpcyAAAAPOHCgRfaXQI8jH8pAwAAAACANmdGeo49cayqq6vldrub9ZgABaibu1ur1wYAANDendD5BA3sNNDuMuBhhH4AAAAAAMAWJww8QVGRUcovym/2Y/rWMuITAACgpS4YeIHdJaAVEPoBAAAAAABbxETHaMTAEcrNz232Y0ynX1B9UKvWBQD4/+zdB3hb5dnG8dt779iJHceJs/cme+8AgQxW2BvCngVKWS2rBcpsWW2h8LFpyyaU3RIIK4SVvfcejp3EU9/1vKmMnemlyJL/PziX1tHRKx3ZsXSf53kFIIhFh0VrfO54fw8DPkDoBwAAAAAA/KZHpx7utLi4uErrhypUrUpa+XhUAAAAwWt089FKiEzw9zDgA4R+AAAAAADAbzq16aSMtAxt2lr1ar/WJa0V4gnx6bgAAACC1XFtj/P3EOAjhH4AAAAAAMBv4mLi1KtTL23dvrXK94lVrGvzCQAAgOppldRKPRv39Pcw4COEfij39NNPKzk52d/DCEhXXHGFmjdvrujoaCUlJalnz57u9QQAAAAAHFq3Dt0UGRGpXbt3Vfk+bUra+HRMAAAAwYgqv+BG6FePnHnmmZo4ceI+13/yyScKCQnRtm3b/DIuHNqSJUvUp08fnX322eratau+++47nXXWWZo5c6a/hwYAAAAA9V6b5m3UtElTbdi8ocr3aVLWRPFl8T4dFwAAQDCJCovShFYT/D0M+FC4LzeOwFHVCdOxf2+88Ub5eY/H4yom8/LyXBjYr18/v44NAAAAAOq7iIgI9e3WV8+/+bz7TGUHvh5KiELUurS1ZofOPixjBAAACHSjm49WUlSSv4cBH6LSL8Bs3rxZU6dOVdOmTRUbG6suXbrohRdeqLTO9OnTNWjQIBc8paWl6eijj9bixYvLb1+2bJn7APXSSy9p6NChriXlc889t9/He/31112rSlunZcuWuu2221RSUlJ+u23n8ccfd49h4+nQoYO++OILLVq0SMOGDVNcXJwGDBhQ6fGD1fPPP69LL71UQ4YMcYFfjx493OsCAAAAADi0zm07KyEuQXn5eVW+T8uSlgrzhPl0XAAAAMHixHYn+nsI8DFCvwCze/du9erVS2+//bZ++uknnX/++TrttNP01Vdfla9TUFCgq666St98840+/PBDhYaGatKkSSorK6u0reuvv16XX3655s6dq7Fjx+7zWP/97391+umnu3XmzJnjwj2bp+6OO+6otN7vfvc7t97s2bPVvn17nXzyybrgggt0ww03uDHYUZqXXHLJAZ9TYWGhC8kqLoHo3//+tx555BF99tlnioyM1IQJE1wQCgAAAAA4tOZZzdUqp1W1WnxGKUrNSpv5dFwAAADBoEujLuqe0d3fw4CPEfrVM2+99Zbi4+MrLePHjy+/3Sr8rrnmGnXv3t1V3lll2bhx4/Tyyy+XrzNlyhRNnjxZrVu3duv97W9/048//uiCu4quuOIKt15ubq4yMzP3GYtV9VkweMYZZ7jHGj16tAv4LPyryOauO+GEE9S2bVtdd911rpLwlFNOcUGiVf5ZaGjzEh7IXXfdpaSkpPKlWbPA/MBmgWhRUZFmzZqlxo0b67e//a0efvhhfw8LAAAAAAKCdZLp172fm36ipPSXDjOH0qakjU/HBQAAEAxO63iav4eAw4DQr54ZPny4q5iruPzlL38pv720tNQFb9bWMzU11YWC7733nlasWFG+zsKFC10LUAvqEhMT1aJFC3d9xXVM7969DzqW77//3gVXFQPI8847T2vXrtXOnTvL1+vatWv5eQu7jI2v4nVWoXigCj6rCNy+fXv5snLlSgUSe24W9nnnobC2nlbxaH744Qc/jw4AAAAAAkf3Dt3VuFFjbdy8scr3aeRppJSyFJ+OCwAAIJA1jm3s5vND8Av39wBQmc2BZxV6Fa1atar8/D333KMHH3xQDzzwgAvWbH2r2POGTsbaSjZv3lxPPvmksrKyXFvPzp07V1rH+1gHk5+f76r9rBpwbzbHn5cFXV7eydb3d93e7UW9oqKi3BKo5s2bp5EjR7o5DC3gtHap3srGMWPG+Ht4AAAAABAwEuMT1bdbX73+4etqkt6k/PPkobQuaa2vI7/2+fgAAAAC0dT2UxUeShzUELCXA8yMGTN07LHH6tRTTy0P0hYsWKCOHTu6y5s3b9b8+fNd4Dd48GB3nc0xVxM9e/Z029o7hERljRo1cvMs2uu8detWJScna+jQoZo2bZpOPJGJUQEAAACgOnp36a0PPv9Aefl5SkpIqtJ9WpS20Pee71UUUvlgVwAAgIYuJjxGx7U9zt/DwGFC6Bdg2rRpo1dffVWff/65UlJS9Mc//lHr168vD/3surS0ND3xxBNunj5r6Wnz8tXEzTffrKOPPlo5OTk67rjjFBoa6lp+/vTTT7r99tvr+JkFruzsbP373//29zAAAAAAICjkZueqQ6sOmj1vdpVDv3CFu2q/ORGV57IHAABo6I5pdYySoqr2NxUCH3P6BZjf/OY3rgJv7Nixrp1kkyZNNHHixPLbLZh78cUX9e2337qWnldeeaVrCVoT9hhvvfWWC7SOOOII9evXT/fff79rHQoAAAAAgC9YS88BPQbIU+ZRUXHVK/falrRVqIevOQAAALxCFKJTO+zpGoiGgUq/euTpp5/e7/UW7nk8nvLLr7322kG3M2rUKM2ZU/noxor3b9GiRaXLXmeeeaZb9g7+bDmQvbezv23vPX4AAAAAAA6mS7suysrI0vpN69Uss1mV7hOjGDUvba6l4Ut9Pj4AAIBAMDh7sFoktfD3MHAYcQgcAAAAAACoV2JjYjWg5wBt37G9WgeRdijp4NNxAQAABJLTOp7m7yHgMCP0AwAAAAAA9U6vzr2UnJCsrXlbq3yfJE+SMkszfTouAACAQNAmpY36Zfbz9zBwmBH6AQAAAACAesfae3Zt31UbNm2o1v3al7T32ZgAAAACxWkdqPJriAj9AAAAAABAvRMSEqK+3foqNDRUuwt3V/l+TcqaKLUs1adjAwAAqM/SotN0VMuj/D0M+AGhHwAAAAAAqJc6temknMwcrdu4rlr361jc0WdjAgAAqO/O7HSmIsMi/T0M+AGhHwAAAAAAqJciIyI1+IjBKthVoNLS0irfL7ssWwllCT4dGwAAQH2UGp2qE9qd4O9hwE8I/QAAAAAAQL3Vu0tvZaRmaMPmqs/tF6IQdSjp4NNxAQAA1EendTxNsRGx/h4G/ITQDwAAAAAA1FspiSka3HuwNm/bLI/HU+X7tShtodgyvvACAAANR3JUsk5uf7K/hwE/CvfngwMHU7CxQBExEaoP8jfk+3sIAAAAANBg9e3eVx9+8aEL/hqlNKrSfcIUpnYl7fRd5Hc+Hx8AAEB9cGqHU6nya+AI/VBvrX1/rdaHrVd9kRqXqsTERH8PAwAAAAAanKaNm7o2nxb8VTX0M21K22ieZ552hezy6fgAAAD8LSEyQSd3oMqvoSP0Q7315P1P1quQzcaSnp7u72EAAAAAQIM0qNcgfT7rc+Xl5ykxPrHK1X6dijvpm8hvfD4+AAAAfzqlwyku+EPDRuiHeis3N1fJycn+HgYAAAAAoB5o3by1OrftrFk/z6py6GdalrbUnLI52hm606fjAwAA8Jf4iHjX2hMI9fcAAAAAAAAADiUkJETD+g5TaEiodu6qeoBn1X6dSzr7dGwAAAD+NLX9VCVFJfl7GKgHCP0AAAAAAEBA6NS6k9q3aq/V61dX6365pbmKL4v32bgAAAD8JTY8Vqd3PN3fw0A9QegHAAAAAAACQnh4uKv2Ky0t1e7C3VW+X6hCqfYDAABB6cR2Jyo5mmmysAehHwAAAAAACBjdO3RXq5xWWrN+TbXu16K0hRLLqj4XIAAAQCBU+Z3R6Qx/DwP1SLi/BwAcyNKlS5WY6JsPZLbd9PR0n2wbAAAAAOA7UZFRGt5vuJ548QkVFxcrIiKiSvcLUYi6lHTRjMgZPh8jAADA4WCBX1pMmr+HgXqE0A/11nlXnqfQMN8Uo6bGperZvz5L8AcAAAAAAahX517KaZrj5vZrkd2iyvdrVtpMyWXJ2ha6zafjAwAA8LW06DSd2elMfw8D9QyhH+qtzNGZSs6p+17E+Rvytfqd1crLyyP0AwAAAIAAFBcTp9EDRuuvr/5VRcVFioyIrHq1X3EX/Tfqvz4fIwAAgC9N6zZNsRGx/h4G6hlCP9RbcelxSspK8vcwAAAAAAD1UN9uffXxzI+1et1q5TbLrfL9ssuylVqWqi2hW3w6PgAAAF9pkdhCU9pO8fcwUA/5pnciAAAAAACAD8XGxGrUwFHaVbhLhUWF1bpv1+KuPhsXAACAr13W8zKFh1LThX0R+gEAAAAAgIDUp2sftW7eWqvWrarW/TLLMpVVmuWzcQEAAPhKt/RuGt18tL+HgXqK0A8AAAAAAASk6KhoN7dfcXGxdhfurtZ9exT3UIgnxGdjAwAA8IWrel3l7yGgHiP0AwAAAAAAAat3l95q06KNVq2vXrVfoidRrUtb+2xcAAAAdW1Ys2Hq2binv4eBeozQDwAAAAAABKyoyCiNHjhapSWl1a7261LcRRGeCJ+NDQAAoK6EhYTpyp5X+nsYqOcI/QAAAAAAQEDr1amX2rVsp5VrV1brflGKUufizj4bFwAAQF2Z2HqiWia39PcwUM8R+gEAAAAAgIAWERGhUQNGqaysTLt276rWfduWtlVCWYLPxgYAAFBbMeExurj7xf4eBgIAoZ8fhISE6LXXXqvVNp5++mklJyeXX7711lvVvXv3Ohgdzj//fHXp0kVJSUlKSEhQr1699MILL/h7WAAAAACAg+jZsac6tu5Y7Wq/UIWqezGfpwEAQP11VuezlB6b7u9hIAAQ+vnAmWee6YK9vZdx48a529euXavx48f7e5g4gCeffFKRkZE6/vjj1aFDB82aNUsnn3yypk+f7u+hAQAAAAAOIDw83M3tZ5+/C3YVVOu+2WXZyijN8NnYAAAAaio7Pltndz7b38NAgAj39wCClQV8Tz31VKXroqKi3GmTJk38NCpUxcyZM9W3b193vqSkRG3bttXSpUv17rvvlge3AAAAAID6p1v7burctrO+n/u92rdqX6379izuqfdC35MnxOOz8QEAAFTX9X2uV1TYnmwBOBQq/XzEAj4L9youKSkp+7T3XLZsmbv8z3/+U8OHD1dsbKy6deumL774Yp92njk5Oe72SZMmafPmzft93GeffVYtWrRwrSlPOukk7dixo/y2wsJCXXbZZcrIyFB0dLQGDRqkr7/+2t1m8x5kZ2fr0UcfrbS97777TqGhoVq+fLm7vG3bNp177rlKT09XYmKiRowYoe+//36fNqMHG0d95w38Kr5upmnTpn4aEQAAAACgKsLCwnTU0KMUHRWtrdu3Vuu+KZ4U5Zbm+mxsAAAA1TU0e6iGNhvq72EggBD61RM33nijrrnmGs2ePdtVlk2dOtVVmZkvv/xS55xzji655BJ3u4WDt99++z7bWLx4sQsT33rrLbd8+umnuvvuu8tv/9WvfqV//OMf+vvf/+5aVrZu3Vpjx47Vli1bXLBnj/n8889X2uZzzz2ngQMHqnnz5u6ytbzcsGGDq3r79ttv1bNnT40cOdJto6rjCBQWhF544YVas2aNOnXqpGnTpvl7SAAAAACAQ2jXsp369+ivNRvWyOOpXtVe1+KuCvfQFAkAAPifVfdZlR9QHfwl6yMWdsXHx1e67te//rVb9scCv6OOOsqdv+2221zItGjRIrVv314PPvigaytpoZ2xUPDzzz/fZ445C6msIjAhIcFdPu200/Thhx/qjjvuUEFBgavis9u98wna3HXvv/++/vrXv+raa6/VKaecovvuu08rVqxwVYW2vRdffFG/+c1v3PqfffaZvvrqKxf6eVuV3nvvvS7ge/XVV3X++ecfchz7Y5V03mo6k5eXJ3+z18vm8XvjjTfUo0cP91p7nw8AAAAAoP6ybjrjBo/Td3O+07pN65SZnlnl+8YoRl1Kuui7iO98OkagqrbO2KqtH29V4fpClRWWKSIlQvGd4pV+dLoiUiPcOkvuWqKd83fu9/45l+YosVfiIR+ncE2h1v9jvQrmFaisqExRWVFKG5OmlIF7ulaZ0l2lWvfCOuV9t+d7m4TuCco8OVNhMWHl62x8Z6PbTuvftlZ00+g6eAUAoOGyefyyE7L9PQwEGCr9fMSq8awqr+JiVWMH0rVr1/LzmZl7PpBYuGbmzp27T8vJ/v3777MNa6dZMZiy7Xi3YdV3xcXFrmrPKyIiQn369HHbN9aWs0OHDuXVflahZ/e36j5jbTzz8/OVlpbmAk3vYvPd2farMo79ueuuu1wbUO/SrFkz+ZNV9g0ZMsQFfhMmTNB//vMf1xIVAAAAABAYMjMyNWrAKG3ZtqW8i05VtS1pq+SyZJ+NDaiqDW9u0OonV2vnop0q3VEqT5FHReuLtOWjLVpyxxKV7i6tk8exwG/x7YuV922eSgtK5Sn2aPfy3e6xN769sXw9C/y2/merMo7JUMaxGdr2321a9+K68ttLtpdo4xsblToslcAPAGopOz5b53Q5x9/DQACi0s9H4uLiXPvMqrIAruJRid6KueqouA3vdqq7Dav2s9Dv+uuvd6dWYWghn7HAzwK8Tz75ZJ/7JScn13gcN9xwg6666qpKlX7+DP4sYF21apWbs9ACTG+lowWkVv0HAAAAAKj/hvUdppnfz9TKdSuVm131ufpCFao+RX30ftT78oRUrz0oUJe2zdi250yI1OLqFoppFaOVj65U/g/5Kt5crPyf8pXUO6l8/fRj09V4UuNqP87aF9eqbGeZFCY1v7y5onOitfyB5dq9bLc2/GuDkvsnu6rCvNl5Co0NVdroNNc6d/0/12vHdzuks/ZsZ92r6xQSFqKMSRw4DQC1dV2f61x7T6C6qPQLAFZ9Z/P6VTRz5sxqbaNVq1aKjIzUjBkzyq+zyr+vv/5aHTt2LL/OQq2ffvrJzddnLTstBPSy+fvWrVun8PBwF2hWXBo1alTj52etQi1gq7j4kwV+3vDx4Ycfdu1Vbfn3v//t13EBAAAAAKouMT5R44eMd9NJ7C7cXa37pnnS1Lq06gfyAr4QErrnoPDwhHDFd453bTStpaaXVf7VVsmOEuX/mO/Ox3eIV0LXBEUkR6jRuD3f83hKPNr+9fby8yHhIeUHeFvA5yndM4Zdy3Zp22fblDExQ+Hx1BgAQG0MzR6qYc2G+XsYCFD8K+wj9qHCArKKLCyrSTh22WWXubacNn/escceq/fee2+f+fyqUnk4bdo0N3dfamqqm7PvD3/4g3bu3KlzzvmlTNgq2wYMGOCuKy0t1THHHFN+26hRo1xb0YkTJ7r72tyC1grz7bff1qRJk9S7d28Fg+pO9A4AAAAAqJ/6duurz2d9rjmL5qhdy3bVum+34m5aFbZKu0J2+Wx8wMGkDk/V2ufW7gnmfsp3lX47Zu9wt1n4Ftc+rtL6Wz7Yok1vb3K3RTePVvqR6Uro9ktIuD+7V+yW/vc1SFTmLxUlFc9boGfi2sW5yr78uXtCQms5mtBzz/ZtnHaf1BGpdfX0AaBBsuo+q/IDaopKPx+xUM5aYVZcBg0aVKNt9evXT08++aSrNuvWrZurOPO2nKyOu+++W1OmTNFpp53mqvYWLVrkAsSUlF8mZTZW3Wfz91mQFxMTU369HcX1zjvvuPnuzjrrLBf6nXTSSVq+fLkaN65++wgAAAAAAHwpMiJSRw49UhHhEdq+Y0+1UlVFKEI9i3r6bGzAoVgbzSYnN3Hnl927THOnzXWtPSMbRyrnihzXcrMiNx9fiUdlu8u0c/5OLb9/ubZ98b8WoQdggaJXaEzofs9buGcyT81UTMsYLfv9MrfE5MYo85RM9xg7F+5Uk6lNXPWfsXEAAKrvrM5nqVmC/6a+QuAL8VDWhHrG2momJSXpxMdPVKNWNW8beiDb12zX/Kfn64UnXnBtT3H42RyPGzZsUEZGhkJDOfYgGLGPgx/7OPixj4Mb+zf4sY+r//lj+/btfp9qAL5hX3s88dIT+s/X/1HH1h3dAa3V8Wnkp1oTtsZn4wMOxMK0VX9ZJe3J3MrZvHqNxjdS+tHp7v28+YPNisqKcnPxeS/bXHwmIi1C7e47cJXrtpnbtOqxPdOcpB+TrsaT9xzUXbi+UAuvW+jOW2vRFte0KL9PyfY9QWF4UrjKCsu04IYFimkWo+ZXNtfGdzZq0zubXAAZ3SxaWWdmKbZlbN2/OAAQhLLjs/WvY/+l6PBofw8FAYxPfwAAAAAAIGhZCGLVfimJKdqweU8QUh29inspzBPmk7EBB+Ip82jt/611gV9YfJha3dZKHR/v6MK+sp1l2vCPDdr+xZ7q1bRRaYrvGO/m0guLC1PGsRmKbBLpbiveXKySvF+q+fZm8wV6le0q++X87l/OhyVUfv9b2GeL2fj2RpVuL1WTk5poxw87tP7l9S7sy74gW0Xri7TykZUqK/llWwCA/QtRiG4dcCuBH2qN0A8AAAAAAAS1ZpnNNKLfCG3cslElpQcOQPYn3hOvziWdfTY2YH8sqLNqORPbOlYxzWMUGhWq5EHJ5evY3HoWDh7SQYpbrTrQe3vh2sLy6yuej2nxy9QvFRVtKtKm6ZuUOirVzeeX/3N+eVvS5H7JiusYp+ItxSpaW3ToMQJAA3dc2+PUN7Ovv4eBIEDoBwAAAAAAgt6IASPUIruFVqxeUe37ti9pr6SyJJ+MC9gfq9gLidiTxu1ctFO7lu9yrTS3/feXOfrCYsO0e+VuLb1nqXZ8v0Olu0pdULjh9Q0qWrcnaLOKP281n4WEP535k1u2/neru85ui+8S784XzC1w1XrF24pdmGdCwkOUdMT+3/vrXlrngsiMYzL2rPu/1rkhof87/d/8fnz7CAAH1ySuia7ufbW/h4Eg8UsNPwAAAAAAQJBKTkjWsSOO1aMvPKodBTuUEJdQ5fuGKlR9ivvo/cj3D1o1BdSV0IhQpY5M1ebpm1WaX6rFtyyudHtIZIhShqTIU+JRwc8FbtlHmJR5cuYhHyvzpEwtXrTYtQ1d/sfllW7LmJShiNSIfe5TML9AeV/nKev0LBdQmoTuCS4s3PrZVoVGh7oQMbJxpKKaRFX/BQCABuSW/rcoLiLO38NAkOBYGwAAAAAA0CD07tJbfbr20fLVy+XxVKEtYgWNyhqpTWkbn40N2FuTE5oo89RMxeTuae1p3+KFJ4YrsVeiWv66paKbRisyI1KNT2is2Haxe+bZC9szB19CjwS1vLGlEroeOtyOyopSq9+0ctv1VhhGN49W0/OaKv2o9P3PN/jcWkVlRyllWEr59XHt45R1ZpZ2r9it5fcvd7fnXJbzS8UfAGAfx7Y6VoOaDvL3MBBEqPQDAAAAAAANQlhYmI4ddazmL52vNRvWqGnjptW6f/fi7loXuk47Qnf4bIyAl7XJTBuV5pYDCYsJU/qR6W45lPgO8er8dOcDBn85l+ZUeVytf9t6v7elDkt1CwDg0NJj0vWrPr/y9zAQZKj0AwAAAAAADYYFfeOHjNf2vO0qLCqs1n3DFa5+xf0U4qFyCQAA1M5N/W5SYmSiv4eBIEPoBwAAAAAAGpRhfYepU5tOWrZqWbXva20+25e098m4AABAwzA+d7yG5wz39zAQhAj9AAAAAABAgxIdFe3afEZFRmnzts3Vvn+Xki5KKkvyydgAAEBwS41O1a/7/Nrfw0CQYk4/1FsFGwsUERNR59vN35Bf59sEAAAAAASWDq06aFifYXrrk7eUnJDs5vurqjCFqX9Rf/076t8qCynz6TgBAEBw+XXfXys5Otnfw0CQIvRDvbX2/bVaH7beJ9tOjUtVYiL9kgEAAACgoQoJCdH4YeP144IftWLNCuU2y63W/VM8KepU0kk/RvzoszECAIDgMrr5aI1tMdbfw0AQI/RDvfXk/U/6LJiz7aanp/tk2wAAAACAwJCSmKJjRh6jx198XPk78xUfG1+t+3cs6ag1YWu0ObT6LUIBAEDDkhGToZv73ezvYSDIEfqh3srNzVVyMmXOAAAAAADf6dO1j779+Vt9MesLdWzT0VUAVlWoQtWvqJ+mR01XaUipT8cJAAACV2hIqO4cfCdtPeFzob5/CAAAAAAAgPrJ5vKbOGqi0lPTtXr96mrfP9GTqK7FXX0yNgAAEBzO6HSG+mb29fcw0AAQ+gEAAAAAgAYtu0m2jhl1jPIL8lWws6Da929X2k4ZpRk+GRsAAAhsndI66dIel/p7GGggCP0AAAAAAECDN6T3EPXp1kfLVi1TWVlZte4bohD1K+6nSE+kz8YHAAACT2x4rH4/5PeKCI3w91DQQBD6AQAAAACABi88PFzHjT1OTTKaaOXaldW+f5wnTn2LaNsFAAB+cX2f69U8sbm/h4EGJNzfAwAOZOnSpUpMTPTJtm276enpPtk2AAAAACAwNUlvokmjJukvL/9FOwp2KCEuoVr3zy7LVtuStloQvsBnYwQAAIFhXItxmtRmkr+HgQaG0A/11nlXnqfQMN8Uo6bGperZvz5L8AcAAAAAqKR/j/76edHP+vSrT9WhVQeFhYVV6/7di7trU+gmbQnd4rMxAgCA+i0rLks39b/J38NAA0Toh3orc3SmknOS63y7+Rvytfqd1crLyyP0AwAAAABUYiHflDFTtHTlUi1fvVwtc1pW7/4K08CigZoeNV3FIcU+GycAAKifwkLCdNfgu5QY6ZsudsDBEPqh3opLj1NSVpK/hwEAAAAAaGAapTbSpDGT9PgLj2vbjm1KTqjeAanxnnj1KeqjGVEzfDZGAABQP53X9Tz1bNzT38NAA+Wb3okAAAAAAAABrE/XPhrSZ4hWrV2lktKSat8/pyxHbUra+GRsAACgfuqZ0VMXdr3Q38NAA0boBwAAAAAAsJeQkBAdO+pYtWzWUstWLavRNnoU91BKWUqdjw0AANQ/jWIa6d6h9yostHrzAQN1idAPAAAAAABgP1ISUzRl7BSFhoZqy7Yt1b6/d36/cA+zqwAAEMzCQ8Jd4Jcem+7voaCBI/QDAAAAAAA4gO4dumtU/1Fas2GNCosKq33/BE+Cjig+widjAwAA9cPVva9Wr8a9/D0MgNAPAAAAAADgYG0+jxl5jLq276rFyxfL4/FUexstSluoVUkrn4wPAAD41/jc8Tq146n+HgbgEPoBAAAAAAAcRGxMrE4++mSlp6Zr+ZrlNdpGr+JeSitLq/OxAQAA/2md3Fq39r/V38MAyhH6AQAAAAAAHEJOVo6OG3eciouLtS1vW43m9xtUOEgxnhifjA8AABxe8RHxenD4g4qNiPX3UIByhH4NxK233qru3bvX+XY/+eQT1+pk27bqf+Cpr84//3x16dJFSUlJSkhIUK9evfTCCy/4e1gAAAAAAD8b0HOARvYfqVXrV6mouKja949VrAv+Qj18HQMAQCALUYjuGnyXchJz/D0UoBL+yjyMzjzzTBeQ7b2MGzfO30NDBU8++aQiIyN1/PHHq0OHDpo1a5ZOPvlkTZ8+3d9DAwAAAAD4kX2Gnzh6orq06aJFyxfVaH6/Rp5GOqL4CJ+MDwAAHB7ndT1Pw5oN8/cwgH0Q+h1mFvCtXbu20kIVWf0yc+ZMffvtt/rLX/6izz//XLm5ue76d999199DAwAAAAD4WXxsvKZOmKpGKY20cu3KGm2jZWlLtS1pW+djAwAAvjcga4Au7n6xv4cB7Beh32EWFRWlJk2aVFpSUlLKjxi0oGnSpEmKjY1VmzZt9MYbb5Tfd+vWrTrllFOUnp6umJgYd/tTTz1VfvuqVas0depUpaamKi4uTr1799aXX35Z6fGfffZZtWjRwrWuPOmkk7Rjx47y28rKynTXXXe5kMu2361bN7366quV7v/OO++obdu27vbhw4dr2bJl+zzHzz77TIMHD3brNGvWTJdddpkKCgoUKPr27VvpcmFhoTtt2rSpn0YEAAAAAKhPWjRtoSljp2h34W5t21Gz6S56FPdQ49LGdT42AADgO1lxWfrDkD8oNIRoBfUT78x65rbbbtMJJ5ygH374QUceeaQL+bZs2eJuu+mmmzRnzhxXcTZ37lw9+uijatSokbstPz9fQ4cO1erVq11Q+P333+tXv/qVC/K8Fi9erNdee01vvfWWWz799FPdfffd5bdb4PfMM8/oscce088//6wrr7xSp556qlvPrFy5UpMnT9aECRM0e/ZsnXvuubr++usrjd8ew6oZp0yZ4p7DSy+95ELASy65RIHGXrsLL7xQa9asUadOnTRt2jR/DwkAAAAAUE8M7DlQI/qN0Kq1NZvfL1ShGlg0UHFlcT4ZHwAAqFsxYTF6aMRDSopK8vdQgAMKP/BN8AUL2+Lj4ytd9+tf/9ot3nn/rFrP3HnnnXrooYf01VdfuSBtxYoV6tGjh6vgM1ax5/X8889r48aN+vrrr12ln2nduvU+IdbTTz+thIQEd/m0007Thx9+qDvuuMNVs9njffDBB+rfv7+7vWXLli6we/zxx12gaCFjq1atdN9997nb27Vrpx9//FG///3vKwWHFlReccUV7rJVI9pz8N4/Ojp6n9fEHttbTWfy8vLkb1aZaPP4WYBqr7nN5+d93QAAAAAACA0N1aQxk7Ry3UrNWzJP7Vu2dx18qiNKURpSNETvR72vkpASn40VAADUTohC9Iehf1C71Hb+HgpwUIR+h5m1xLTwqyJvSGe6du1aft5adCYmJmrDhg3uslWaWQXdrFmzNGbMGE2cOFEDBgxwt1nlnYVTFbe1NwsJKwZXmZmZ5dtetGiRdu7cqdGjR1e6T1FRkduuserCvVtfegNCL6swtAq/5557rvw6m9jcAselS5eqQ4cO+4zLgkKrcKwvrLLPqhntdbZTC1T3DmoBAAAAAEiIS9DUo6fqwb8/6Ob3y8nKqfY2kj3J6lfUT59FfmbfKAIAgHro6t5Xa1izYf4eBnBIhH6HmQV5e1fgVRQREVHpsh0l6G3ROX78eC1fvtzNq/f+++9r5MiRuvjii3Xvvfe6+fMO5WDbtvag5u23395n7jqbh7CqbDsXXHCBm8dvbzk5+//wc8MNN+iqq66qVOlncwH6iwWbNj+iBa4WlP7mN79x1/fp08dV/wEAAAAA4NWyWUsdN+44PfXqU9q8bbPSktOqvY1mZc3UqaSTfo742SdjBAAANTep9SSd0ekMfw8DqBJCvwCTnp6uM844wy2DBw/Wtdde60I/qxD8y1/+4ub/O1i134F07NjRhXvWQtRace6PVelZu8uKZs6cWelyz5493byDBws292aPW51g0dcs8POGjw8//HD59faaE/oBAAAAAPY2qNcgrd2wVm98+IZiomIUGxNb7W10KemivNA8rQxb6ZMxAgCA6uuV3ks39b/J38MAqozQ7zCzuevWrVtX6brw8HA1atTokPe9+eab1atXL3Xq1Mltx+YH9LbLtHkAbU4+a/lp7TKtded3332nrKysfVpw7o+1/bzmmmt05ZVXuuq/QYMGafv27ZoxY4areLPA68ILL3Tz+VnQeO655+rbb791cwRWdN1116lfv3665JJL3DpW2WghoFUmPvLIIwoE1o4UAAAAAICqsk46x446Vhu3bNSMWTPUrmU7RYRHVG8bClH/ov7aHblbG8M2+mysAACgarLjsvXgyAcVEVq9f9MBfwr166M3QNOnT3eBXMXFAraqiIyMdK0wrapvyJAhCgsL04svvlh+27///W9lZGToyCOPVJcuXXT33Xe7darqd7/7nW666SYXGlqYOG7cONfuMzc3t7w95z/+8Q+99tpr6tatmx577DEXNFZkY/v000+1YMECV4lo8wFaWGnhIwAAAAAAwSoqMkpTJ0xVu9x2WrR8UY0OKA1TmIYUDVFiWaJPxggAAKomITxBT4x9QklRSf4eClAtIR7KmlDPWFvNpKQknfj4iWrU6tAVkNW1fc12zX96vl544gW1atWqzrePQ7Nq0g0bNriQOjSUYw+CEfs4+LGPgx/7OLixf4Mf+7j6nz+s04l1OQFqa+mqpXr4mYe1o2CHcpvtOYi2ugpCCvR+1PvaFbKrzscHAAAOLiIkQn8b9zd1z+ju76EA1canPwAAAAAAgDqSm52rk44+yfp1asPmDTXaRpwnTkMKhyjcw6wsAAAcTtZu+85BdxL4IWAR+gEAAAAAANShI7ocoWNGHKPN2za7ir+aSPWkalDRIIV4Qup8fAAAYP+mdZqmcS3H+XsYQI0R+gEAAAAAANShkJAQjR8yXkOPGKrlq5erqLioRtvJLMtUn+I+dT4+AACwrwnNJmha72n+HgZQK4R+AAAAAAAAdSw8PFwnHnWiurbtqoXLFrq5NmuiZWlLdSnuUufjAwAAvxjUaJDuGH6Hv4cB1BqhHwAAAAAAgA8kxCXotEmnqWnjplqycok8Hk+NttO5pLNalbSq8/EBAACpc3xnPTz+YVepDwQ6Qj8AAAAAAAAfscDvtGNPU0xUjFatW1Xj7fQu7q2s0qw6HRsAAA1d84jmeurYpxQeGu7voQB1gtAPAAAAAADAh7q066KTjj7Jze23fvP6Gm0jVKEaWDRQjUob1fn4AABoiNJD0vXsxGcVHR7t76EAdYbQDwAAAAAAwMcG9RqkSaMnaeu2rdq6fWuNthGucA0tGqqUspQ6Hx8AAA1JoidRfz/670qJ5d9UBBdCPwAAAAAAAB+zeYLGDxmvcYPHae2GtcrfmV+j7UQqUsMKhymxLLHOxwgAQEMQUxqjx0c9rmapzfw9FKDO0agW9VbBxgJFxETU+XbzN9TsgxUAAAAAALURFham48Yfpx0FO/Tp15+qdfPWio6qfkuxaEVreOFwfRD1gQpCC3wyVgAAglFEaYTuG3ifOmd39vdQAJ8g9EO9tfb9tVofVrO5Dg4lNS5ViYkcFQkAAAAAOLwiIyJ1yrGnaMfOHZr18yy1a9lOEeHVP+A1VrEaUTTCBX+7Qnb5ZKwAAASTsLIw3dz1Zg1uN9jfQwF8htAP9daT9z/ps2DOtpuenu6TbQMAAAAAcDDxsfE6a/JZKthZoIVLF6p9q/YKDa3+DCzxnniNKNwT/BWGFPpkrAAABIOQshBd0uISTew90d9DAXyK0A/1Vm5urpKTk/09DAAAAAAA6lxaSprOOf4cPfJ/j2jhsoVqm9vWzftXXYmeRBf8fRT1EcEfAAAHCPzObnK2zhl2jr+HAvhc9Q8jAwAAAAAAQK1lN8l2FX8piSlatmpZjbeT7El2c/xFeiLrdHwAAARD4Hda2mm6bOxlNTq4Bgg0hH4AAAAAAAB+YnP62Rx/YWFhWr1+dY23k+JJ0bDCYYrwVH9+QAAAglFoWahOSjxJVx11VY3aaAOBiHc6AAAAAACAHx3R5QidcOQJ2rV7l9ZvWl/j7aR50lzwF+5hNhcAQMMWUhqiSbGTdM0x17gDa4CGgtAPAAAAAADAz4b3Ha7jxh6n7Tu2a+OWjTXeTiNPI9fqk4o/AEBDFVoaqmMij9F1x16nyAhaX6Nh4dAv1FtLly5VYmJilda19dLT030+JgAAAAAAfMHmGRo3ZJwKiwv12vuvuaqE1KTUGgd/IwtH6uOoj1UYUljnYwUAoD4HfuNCxum6SdcpJjrG38MBDjtCP9Rb5115nkLDqlaMmhqXqmf/+izBHwAAAAAgYNl8Q8eMOEbFxcV686M33eXkhOQaz/HnDf52heyq87ECAFAfA7+RJSN1/UnXKyEuwd/DAfyC0A/1VuboTCXnHPrDTf6GfK1+Z7Xy8vII/QAAAAAAAc0q/CaPmazCokK999/3FBoSqsT4qnXB2VuSJ2lP8Bf5sQpCC+p8rAAA1KfAb9juYbrhpBuUkpji7+EAfkPoh3orLj1OSVlJ/h4GAAAAAACHVXh4uE486kQVlxTrwy8+VPOs5oqPi6/RthI8CRpZNFIfRX6k/ND8Oh8rAAD1IfAbmD9QvzrxV0pPpSgEDVvVeicCAAAAAADgsImMiNQpx5yi4X2Ha/ma5crfWfPALs4Tp1GFo5RUxoG1AIDgElYSpgF5A3Tt5GvVtHFTfw8H8DtCPwAAAAAAgHooKjJKpx57qoYcMUTLVi1Twa6at+iMUYxr9ZlSRsszAEBwiCiK0OAdg3Xd8dcpNzvX38MB6gVCPwAAAAAAgHoqOipap088XYN6D9LSVUu1c9fOGm8rSlEaUThCjUob1ekYAQA43KJ2R2lowVBdc8I1atG0hb+HA9QbhH4AAAAAAAD1WEx0jM6YdIYG9BigJSuX1Cr4i1SkhhUNU0ZpRp2OEQCAwyW2IFYjdo3QFSdc4ea9BfALQj8AAAAAAIB6Li4mTmdOPlMDeu4J/gp21rzVZ4QiXPCXXZpdp2MEAMDXEvISNLxwuC454RICP2A/CP0AAAAAAAACQHxsvM6ecraGHjFUy1Yv046CHTXeVpjCNKhokNqWtK3TMQIA4CspW1I0vHS4Lj7pYuVk5fh7OEC9ROgHAAAAAAAQIGJjYnXG5DM0ov8IrVyzUtt3bK/xtkIUol7FvdSjuIfkqdNhAgBQp9I3pmto6FBNO2mammU28/dwgHqL0C+ILFu2TCEhIZo9e7bfxmCP/9prr6m+eeGFF9SnTx9FRUW5MQ4bNszfQwIAAAAAoEaio6J12rGnacygMVq9frW2bt9aq+21L2mvgcUDFerhayIAQD3jkZqsbaJBEYN04UkXKrsJramBg6l3f82deeaZuvXWW2t0Xwtyrrjiin2uf/rpp5WcnFzrsX3yyScuMNq2bVutt4XD64cfflBoaKjatqVtCQAAAAAg8EVGRGrq0VN11NCjtG7TOm3etrlW28spzdHwouGK9ETW2RgBAKiNEE+Imq1qpoGxA3Xh1AvVtHFTfw8JqPfqXehXXxUXF/t7CKiFu+66SzNnztRRRx3l76EAAAAAAFAnIiIidMKRJ+jYkcdq05ZN2rhlY622l1GWodGFoxVXFldnYwQAoCbCPeFqvrS5+ib11QUnXaCsjCx/DwkICPU69Pvzn/+sNm3aKDo6Wo0bN9Zxxx1XZ9t+/fXX1bNnT7ftli1b6rbbblNJSUn57VbR9+ijj+qYY45RXFyczjvvPA0fPtzdlpKS4m63qkRTWFioyy67TBkZGW57gwYN0tdff13p8d54443y52Lb+fvf/75P1eBnn32mwYMHKyYmRs2aNXPbLCgoKL+9RYsWuvPOO3X22WcrISFBOTk5euKJJ/Z5bvPmzdOAAQPcY3Xu3FmffvpppdvtsrfVZWZmpq6//vpKz/3VV19Vly5d3DjS0tI0atSoSuP429/+pk6dOpXf/5JLLqm0/U2bNmnSpEmKjY11z9meOwAAAAAAqHthYWGaPGayW6zN5/pN62u1vURPogv+UstS62yMAABUR2xprHIX5Gpg04G66JSLlJmR6e8hAQGj3oZ+33zzjQu9fvvb32r+/PmaPn26hgwZUifb/u9//6vTTz9dl19+uebMmaPHH3/ctQC94447Kq1nbUYtvPrxxx9dKPiPf/zDXW/jWbt2rR588EF3+Ve/+pW7zYK8WbNmqXXr1ho7dqy2bNnibl+6dKkLLCdOnKjvv/9eF1xwgW688cZKj7V48WKNGzdOU6ZMca0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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Top 20 municipalities by population\n", - "TOP_20_BY_POPULATION = [\n", - " 'Amsterdam',\n", - " 'Rotterdam',\n", - " 'Den Haag',\n", - " 'Utrecht',\n", - " 'Eindhoven',\n", - " 'Groningen',\n", - " 'Tilburg',\n", - " 'Almere',\n", - " 'Breda',\n", - " 'Nijmegen',\n", - " 'Apeldoorn',\n", - " 'Haarlem',\n", - " 'Arnhem',\n", - " 'Haarlemmermeer',\n", - " 'Amersfoort',\n", - " 'Enschede',\n", - " 'Zaanstad',\n", - " \"'s-Hertogenbosch\",\n", - " 'Zwolle',\n", - " 'Leiden'\n", - "]\n", - "\n", + "# Overall distribution across all algorithms in the register\n", "print(\"=\" * 80)\n", - "print(\"TOP 20 MUNICIPALITIES (BY POPULATION) - PUBLICATION COUNT\")\n", + "print(\"OVERALL DISTRIBUTION ACROSS ALL ALGORITHMS IN THE REGISTER\")\n", "print(\"=\" * 80)\n", "print()\n", - "\n", - "# Get publication counts\n", - "org_counts = df['organisation'].value_counts()\n", - "municipality_counts = org_counts[org_counts.index.str.startswith('Gemeente', na=False)]\n", - "\n", - "population_analysis = []\n", - "\n", - "for municipality_name in TOP_20_BY_POPULATION:\n", - " full_name = f\"Gemeente {municipality_name}\"\n", - " \n", - " if full_name in municipality_counts.index:\n", - " count = municipality_counts[full_name]\n", - " else:\n", - " count = 0\n", - " \n", - " population_analysis.append({\n", - " 'municipality': municipality_name,\n", - " 'algorithm_count': count,\n", - " 'has_published': count > 0\n", - " })\n", - "\n", - "population_df = pd.DataFrame(population_analysis)\n", - "\n", - "# Print results\n", - "print(\"Publication counts:\")\n", - "print(\"-\" * 80)\n", - "print(f\"{'Rank':<6} {'Municipality':<25} {'Algorithms':<15} {'Status'}\")\n", - "print(\"-\" * 80)\n", - "\n", - "for idx, row in population_df.iterrows():\n", - " rank = idx + 1\n", - " status = \"✓ Published\" if row['has_published'] else \"✗ No data\"\n", - " print(f\"{rank:<6} {row['municipality']:<25} {row['algorithm_count']:<15} {status}\")\n", - "\n", - "# Statistics\n", - "total_published = population_df['has_published'].sum()\n", - "total_algorithms = population_df['algorithm_count'].sum()\n", - "average_algorithms = population_df[population_df['has_published']]['algorithm_count'].mean()\n", - "\n", + "print(f\"Total algorithms: {len(df)}\")\n", "print()\n", - "print(\"=\" * 80)\n", - "print(\"SUMMARY:\")\n", - "print(\"-\" * 80)\n", - "print(f\" Municipalities with published algorithms: {total_published} of {len(TOP_20_BY_POPULATION)} ({total_published/len(TOP_20_BY_POPULATION)*100:.1f}%)\")\n", - "print(f\" Total algorithms from top 20: {total_algorithms}\")\n", - "print(f\" Average algorithms (for those who published): {average_algorithms:.1f}\")\n", - "print(\"=\" * 80)\n", + "print(\"Algorithm type distribution:\")\n", + "overall_category_counts = df['publication_category'].value_counts()\n", + "for category, count in overall_category_counts.items():\n", + " percentage = (count / len(df)) * 100\n", + " print(f\" {category}: {count} algorithms ({percentage:.1f}%)\")\n", "print()\n", - "\n", - "# Create visualisation\n", - "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(18, 10))\n", - "\n", - "# Left: Bar chart\n", - "population_df_sorted = population_df.sort_values('algorithm_count', ascending=True)\n", - "colors = ['#2ca02c' if count > 0 else '#d62728' for count in population_df_sorted['algorithm_count']]\n", - "bars = ax1.barh(population_df_sorted['municipality'], population_df_sorted['algorithm_count'], \n", - " color=colors, alpha=0.7, edgecolor='black')\n", - "\n", - "for bar in bars:\n", - " width = bar.get_width()\n", - " if width > 0:\n", - " ax1.text(width + 0.5, bar.get_y() + bar.get_height()/2, \n", - " f'{int(width)}', ha='left', va='center', fontweight='bold', fontsize=9)\n", - "\n", - "ax1.set_xlabel('Number of Published Algorithms', fontsize=12, fontweight='bold')\n", - "ax1.set_ylabel('Municipality', fontsize=12, fontweight='bold')\n", - "ax1.set_title('Algorithm Publications: Top 20 Municipalities by Population\\n(Green = published, Red = no data)', \n", - " fontsize=14, fontweight='bold', pad=15)\n", - "ax1.grid(axis='x', alpha=0.3)\n", - "\n", - "# Right: Pie chart\n", - "publication_status = [total_published, len(TOP_20_BY_POPULATION) - total_published]\n", - "labels = [f'Published\\n({total_published} municipalities)', \n", - " f'No Data\\n({len(TOP_20_BY_POPULATION) - total_published} municipalities)']\n", - "colors_pie = ['#2ca02c', '#d62728']\n", - "explode = (0.05, 0.05)\n", - "\n", - "ax2.pie(publication_status, labels=labels, colors=colors_pie, autopct='%1.1f%%',\n", - " startangle=90, explode=explode, shadow=True, \n", - " textprops={'fontsize': 11, 'fontweight': 'bold'})\n", - "ax2.set_title('Publication Status: Top 20 Municipalities by Population', \n", - " fontsize=14, fontweight='bold', pad=15)\n", - "\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 3.5 Top 20 municipalities by population & algorithm publication type." + "print(\"=\" * 80)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "From step 3 we can immediately identify top and bottom performers in the top 20. In the current analysis, we have chosen to sort by population count, to give a clearer comparison to comparable municipalities. Next to that, we show what type of algorithms (risk-category) are published." + "## 3. Top 20 municipalities by population & algorithm publication type\n", + "\n", + "Top 20 municipalities by population are manually selected (could read in from public sources for futureproofing). \n", + "They are sorted by population count to give a clearer comparison to comparable municipalities, and we show what type of algorithms (risk-category) are published." ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 49, "metadata": {}, "outputs": [ { @@ -427,7 +262,7 @@ }, { "data": { - "image/png": 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2TaWb9dpz5szJ8/eRyreppLe2qfZvlUXTZ1yfdX128jtvrzeXk/bbadOmudv22msvt6yxzrWyefNm9zlU2SvR94TWo0r/fPjhh7ZkyRLXVpUBUglylc4Kp8+Mnq/vPi2r5tBRaTp58cUXrU+fPpaSkpKnZdPne5999nHff/ru0+dH7UhLS3Pt0/bV51al8lSyTTRPst5X2yt8X1XptPzM3aN1qdfXZ1fzqJ166qk2aNCg4He0yidrnq+ipFJkJ5xwgisX/vnnn7sSgN53gH4z9B2cG33GvZLk0qZNG7cs+g3R98DkyZPz3C599lT6S98VtWrVsvfee89tK9F8Svru8faXvP5WFWTeMP1GefvzSSedlG1eO32/6btd76n31vo88MAD3X3a1vruFP02qCwcAAAoOfzH9zr+1zFSJDqm0LGs/3k6LrnyyitdP0/HAf/8849Nnz7dHeN6fdSlS5e6v3Wc6fXrdbyjvqZ3fNuiRYvgMYvKMqt/4PW7VKY00rG9bhcdd6t/qGNs73F56ZvGg9aT2lFU51diPe7Pr7weBzdr1syOO+44t521j2lfUX9e20Pzh+rYUdtCfdey1B9T/9vri4vOSSQmJlosdE5Bx/nqW9evX9+1XetKnym9rjz66KN2zTXXWNOmTWPum+f3s6fj/dWrVwdfW9tb607H+l7fMRKdw/L3988991zbf//93Xkg7zyjzkGov/HQQw9FfA1916jvqc+01qf2XS2D9ivt3zt37nT7uDcNj9rpLz2tbV8Y1N9S/0jbX3SeSPtoblNQvfLKK8G/TzzxROvSpYvblpr7WO3U51Lycp7MT9tSF722StirT6ky3Hmhbdi9e3f3XTpq1Kjg51v/65xctG0Ti7J0zhRADnII6gIogPDRViofrGw9lYE544wzso0G80ZcFVbGrd7Ho7JM/tF/GhVVkIzbc845J2Q0YPjIQY2Qi1T+dubMma5UzYsvvujWhUr4+Nvsf51YSnpEe4xGXPqzB5VN6M8e9ZeW8rI3I63fPfbYI6SMiTI/vfu0DmLhz4pSiaO8UmkSjdBWGWWVwtF602hI7zX32muvkMfntD29dePfFx566KFsJZf8o+S80as33HBDyDb3lz4J3/f8+4q/rSql5S8F/e2330YcwRhpdKvKAIdT1pnKuIRnM2tb+0dtxprlHEvGragEkfeY/fffP9d17y/rrPUYaTlUVimWz3m0x6hcV6TyS7Fm3Kokjn95VQHA/zyVyI6lbTmN0M6t7FZOj9G+4X9f7Tse7VP+srLa56Jt0xdeeCF4n/Yp/32zZs0KxML/vajPksp9efS9639Nr9S0MiOULeHd7h+J7s9eCB+hHk34dlUp8Ysvvtj9rRGvKtmmfULX27Vr555T1Bm3yur1qjkoY8BfnnngwIFR2+7R+vffrnJNKiHvp3LMec249Ve08J6n/d27T2XdCvJbld+qFbmVlxeVyYuUHawR9JFuBwAAJYOyMP0ZgdGoH+o/xvBnsan0pHe7pqfx6DHe7SqL6tFxi3e7siJ1PObvb/grAOmx0bKD/cfLBe2bFmXGrZZR76+Lqi+FZy76+5aFkXEb63F/Tv2lwjoO9qg96hcNGTLE9SO0LvxZkccff3yZ64/5z1foMmrUqEBeaZqljz76yFXbUTlYrTf/eZt33nkn5PHRtmdBPnvhmcM6X+jZuXNnYN999424r4R/Z+jclkfnQXTuy7tP58S88znhn7kjjjgiYqlj/36trO1IlYn8t+cmt4xbGTx4cMjj/NWEoq17r6+rizKQw4V/XnI7Txb+GF3uuOOOiI+L9XvtuuuuC96nz7M/S1qlumNpW0593rJyzhRAdLENSwJQYBrdqJF6Ghn11VdfBW9X5uDbb7/t/i9MGrHp0UhCjaTz/P777wV6bf9Iu1NOOcWOOeaYkPs1SlIj9fzvpwwjjTS79NJLrWfPnm5daESln5cFVVB///23bdy4MXhd7+kf/apRmTllP/vXYfXq1YPXNcLW4400LUrPPfecG9WnUX7KelTmqtabMvbyu860bryRoPLII4+4rFvvohG5Ho2S08hl8UbmikaBanSmf/1q9Gok/nWrzFeN1PZ069bNjXSN9Fg/7TsaqRiuatWqLgPW8/rrrwcz/NasWeP+Vlajf98vDP4RvrHQCE2tW3n11Vfd+tO+pRHpyk7Xusvr6M1wGrWsbOb80md4zz33DF7XCGEve1k0yj+e/PuG9hntOx7tU/7r0fYjfQfccMMNwev77rtvyP35+Uwr09GfraDPgp+33rT9NaLao9HlolHx3mO0vsOfnxf6XvX2T31eNPJblO1bHDQi3dvPlYXhZRTHum79vyvSt2/fkH3QywzIK72G9meP9vOjjz464r5d3L9VufFvO2UKa+S7RpJ7I5kLc7Q7AAAoWfy/8TqXoGO8zMzMkGot/sco88l/7KXqIV4fT1ltXgUgmTRpUsT3VCbaLbfcUmx904LQMur9dVFGnT9zUecooi1HfsV63J8feT0OVmar+u3qBylLU5l2qgqjdaG+cFFsj5LaH8sLZSiqb673VZanjrWVIaz15lWzyc96y89nT/uL/7yCvyKesqxVpSyS8HXrP7el9evfL3VOTOd/ItFyRzoHed1117n3F2Vte5ne0b534nF+RfznINV/O+200+yOO+5w54RUyS0//cZw4X3AgpyT1ef5/PPPD9nHvHNW8VBWzpkCZR2BWyAOVDJF5SRuvvlmdzCkjkUsBzEqXRorf4BM/IEhlQ3Jy2uF8//At2zZMsfH6r1UXiaW0q0FaVO09kl4UCz8erQDCn8gS7wDWPFKkOZGJXY8CoLGelCqUqPqfKlUTE6ilSiOdd3kxutkqDRStLJTCjz6gzTR3i9ScNJ/W7TtoM9KNAqGeaWRVP5GpXH85V50ABre6S0ILY8/8O3fvtEcdthh7kSHOm1ecEhBmAcffNB1cDXI4ccffyxQu3JaR/n5vtBBuzqcHv/29wvfnwvrM1wU+5Ee4++c+j/PeflMx/o9G77eVPLO69So5JA6+P59VZ3N8NfLC+1nhx9+uPtbpepE21CljfIiv9u0oN+X4d9Nuf22xErrILxsnX87edsoHr9VudE+4Z100H6tkmdff/11sPSXSr21b9++WNoCAABi55+mxStrHInKy0Z7nsqfeseOOsmvgNy4ceOC/TMd4/gHt+aln+cPJPmpzGakAblF1TctLDrWU39UJak1jY8GuUXrA+b3WDcvx/15ldfjYE2NomB1buu7MI9ZS0p/LLz/7U0JFguVAo42aKEg6y0/n73w/SX8HEu0Ut+Fda4r2vkDBeX9QWMNOF61alVwcEFBBxtH4iUL5OUci0ole1PxKOFAn3mVW9agEk2vpYG7+enfe/R94j8fkh/5+c6Ix/mVeJ8zBRAdc9wCxUTzeerEfW7C5+fQCdoqVaqEzDkTi7Vr14bMa+AfzaWD5fCD5LxQNpVe38sYy4k6mDrQ86jDp3kOdCCkUY3Kmixsap9f+Ei28OuR5lWV8M6el02WF+o8ettNBzsakRzLPLcaVe1RwO+zzz5zowq17TRXTX5HEIevG42k0wjFaLwDMc0N6fG2vUcjv/3BzPD38x4faUSh/7Zo2yGnfUSdWgU3lMWuA0ONsNS6KqrRoPoc+w+mjz/++Jiep9Gf6kRork8FhrRPKNtW/2vdaTuEn7jJi4J+jsK36e7du0PmiPJvf30OvHXgBZA8efmOyu9+m9/9qDA+z7mtt/C2+debTrzpN0DzqnqdYG8e2MLaV5UhevHFF4eMmM5tLtZIvzkeZe3GOhK4oOs3/LtJvy3+jPz80n6s/dkfvPUvk7eN4vFblRttG33Xqy3ePuM/gUC2LQAAJZP6bQsXLgyeINf8gJH6Df5BfN7zPDoHoOCDV6lF84j6j9N0zOefD9R/LKUAsDJio4k2/2G0452i6psWhOYRVQZlLPzHu/ntv+TluD+v8noc7N8emit25MiRbkCf9gdl4iqoW1b7Y5rX198ffeedd9w8rLnNc6sMw5kzZ4Z8fjTPqNafXk9BtmgDGnKTn89e+P4Svn/5M8ijvZe33v39g1jPdeXUt1Em8ltvveX+/uijj9yADi8Ip4GuhdFH86iakH9/Vp/Zm0M4J1qPygJVdu2UKVPc51h9a51v0/kpfbeq4lt++0uF0ffTNvVnlUf7ziiM76fSfM4UQHRk3AIlTPgBnAI9ogOlAQMGxPw67777bsjJd395ZpVqLQh/mUllOfpLw4gOlLyML3/wR5T95WVnhndUczoA8JeuyY0OjvwHIspu1Il7j0pT+x155JFWVJQR6g8YqJyov8PgycjIcJ1y74Ddv96UcXXSSSe5jrH2gxEjRsS03iKtM60b/4G9DgxVJif8olI9OkD3Ohb+g2eVTdYBsn/9aptH4l+3ClT6OySjRo0K6Rzldzv4y4mqk+q9h/bzdu3aWWFRppu/XI46Fddee22uz1u5cqU78NXJF52wUXs1StrfQdFIfP829490z8u+n18TJ04MOfGhtmmfjPSd4f+O8r6fZPTo0TmWCMtt38yJf9/QPqN9x6Pt7b9elJ/ncF9++WWwJLH3WfAL/67V94HXmdHJN299aUSrypwVlDIzdPLB24dU1SG/vzmi35z8lK4q6O+KPProo9m+V/IzuEH7sf+zpv3cX47O20b5/a3Kr1g/DyoH7504UGa+vodEJ+bymk0NAACKhwZs+t133322bdu2kNv0u+4/Rtl///2zTUHknxZGfUBlvka6L9Lx8sknn5ytj6fBYArwqVJLXuS3b1pS+I93FeTxjm8V6PGfJynM4/6iPA72bw/107U9dWyoaTVyWp6y0B9TYNRfcnbGjBlu8Kr/fI8/6PX+++9HPNZXv0mZneqb6bOYU9A2t755fj572l/8QS71Df1Zlv7r0d4r/NyW1oF/v9Q5sfBy1LE45JBDgu+jLPt+/fpF/d4pCH2eNDjFH6RWf9k/ICUanVPT90/r1q1dEF7lxfVd5O9T+6eIK8i+n1/+c7Lqk/r7lNr3vKxW//eT9p8FCxYE94NnnnmmzJ8zBRAdGbdACeMdwHmdiXPOOccd+GmE4KxZs2J+HQWYVDZGI1F1AOPPiFQWVkFoDhB1GnWgpB93jXrUwbN+/HXQpQCODriUZRh+oKiyKjo408lz/4FMOI3i04GIFzzS3MA6ONNtXbp0yXEUnkas9erVy5WiFY3EU2dI61HrxH/ApLZrPsOiorlg1fF64IEH3HWtH7VdIxVV4lLbWkFQrTMF9zRnkGi9jR071v2t7a5yNW3atHEdIn9gJZy/rIwO+jTCUCcB9D4aCa3sO40A1foUrQuNBlfnW4FItU+BWc1lonV29tlnu8ddc8019tprr7n9Utv82GOPdcFdHWy/8cYbUduj7aBRj3qeTlZ07NjRHVirA6AyVh4dNIbPoxErrTOV+tG2VWe1sLLRlL2reYz02VE2nje/i2h9armjlYj203MVYNH61DZUYE3r0J8ZrM6Jl1nvbUevc/7ss8+6jqa2nfYZZXEXNn3ONN+P5ijRdvJvU62D8847L3hd21ADNkSfYQ3SUNu822LZNxWwVAdbAwO07BolnRPtG/oceR3uHj16uE6j5u/+4IMPgmXbtF30vVNctG9ofWj9qISd/ztNAx/0/eKnOV/0PaTPu7/skdZ7tHmi80LfjzpZo4EA2m7Rsin89NnRZ987mahgr4KD+i6INpdNUTjwwANdR9ubv1Vt0HezbtOJQWWq67MULbs/J9pXNDhBnWJ1Sv2DErzBF/n9rcovfR68ATAa0a7PkLaD9hvve1fUZrVF82OLt99onrWClu8CAABFQye5NZen9/ut/pX6Aeozq/+ggKH66N6Jch0Pq68VnjXYqVOnYD/HH3hSAEgXP1V2eeyxx9yxkoJ+OrbXMaoCGzp+0PkEBajU5xw/fnyepqXIb9+0pNDxugJ88tNPP7kSq+qTqfR0rOWd83rcX5THwdoeXiaeHqt9TaV1tU/lVDq4rPTHnn/+ebffef3lQYMGuX3xjDPOcMEwZbmr767jf52zUF9cnwN9vrzMUS37H3/84ZZHVbVyklvfPD+fPQWgVTnMG5SpzOEtW7a47a7bos1Nq/v1nt9//727rqxhnc/ReSf1x/39Ny1jbpnI0WiwuVdW2jvHon1MWaz5pf1YgUi9nsojq9/qLxesz5d3Di836qdpfelzp+2j80kKeHqfofCAaCznyQqbzifpvZRMoP3TPyWP/5yslttP+0/nzp1d4NmfMFFWz5kCyEEAQJEYP368Iq/By7Bhw2J+7qWXXhryXO9y6qmnRn1N/e2/r0uXLhFf47TTTgtkZWUFn9e3b9/gfS1atAhph6579+lxfkOHDg2kpKREfA9dnn/++eBju3btGvExV1xxRY7r6Oyzz474vKefftrdv2jRopDbtc49mZmZgfPOOy9q+3Rp06ZNYMWKFSHvmVN7/O3t3LlzIC9efPHFQMWKFXNsjy5aJpk/f36gevXq2e5PSkoKXHLJJSG3+a1atSpQpUqViK+9bt0695jdu3cHLrvsslzbEr6M999/f8THHXLIIYGGDRsGr/fr1y/kedoXEhMTo75PzZo1Q7ad6L39+0luBg0aFPKaWtcbN27M0zbyfxZyutStWzfw5Zdf5vh8/2fpww8/zPU177zzzpDX6tWrV8TH3XLLLcHHxPL9Ev69EG0daxtG2t+03dR+v7FjxwYSEhIirpfDDjss6v4zY8aMiPtB1apVY/qM/fTTT4FatWpFXYd67WeeeSambZLb90dO/N+LRx55ZCA5OTlbWypVquTaG8nXX3+d7fFz5swJ5EX4dv3zzz9zfY7/8eHf53369Im4Tg899NBAgwYNIj4v/DfO++6KtJ78z8tpn1y/fn2gY8eOOX5XxLL9/Ntd300dOnSI+Ho333xzyPvn57cqv7+h+k2I9hsdbvbs2dke98033+SwtQEAQLxlZGQEbr311pj6FqNHj476Ok8++WS25wwcODDiY3/55ZdAvXr1cn1P/3FTLH3c/PZNox0L5XYcGY2//xJ+3JUTHWtH6otXrlw55LxJTsdyeTnuj3bcWFjHwRMnTnTrPvwx1apVC5xzzjlRl6es9Mdk8eLFgU6dOuW6r/vPJdx4440RH3PCCScEmjZtGvW4PZa+eX4+e1r+Ro0aZXuM+tr+fomuh5/z2X///XN8nx49erjvoPx+5tLT0wNNmjQJec4999wTyKvc1od30bm7zZs35/h8/2dp3333zfH16tSp4/aRvJwny2lfzc/3WrRzsuqb7tixI+Q1jznmmJjOAYd/RsrSOVMA2VEqGSiBVDJX5VQ0KkyjH5WlpZF0ylyMlUZ0afSURvPpNTRXqcqHfPrpp4Uy74AyMDVCUaV/NQpY2YKaN1cjNlV2xl/uR++pUZcaVai2aOTh448/nmOmpjdCTSM7NWoyryMFVZ5Yo8Q++eQTN1JVc5Yoo01ZaIcffrgrqTt16tRgWdGiphGsmqvm4YcfdutGo+PUHq03jVbWetQoTGVIi9aRRtVqxJseo7mENOpOIyu9rNxINApSIxc1Si/avBxalxrR+c0337iRss2aNXPbRdtP76+Rqi+88EK28jwqm6qR4BrNqcdreyqzWm3yl40KL72qba8Rr8oq1OvruRrRqOXWKD+NONeIwILQfqLRvh7NIxxtHo680DbS62gf7969uxs1r9G2Wkex0vbu37+/G1Gr0djKqtPrah/QaFll22nkrp8erxGy2jb+UttFRaO8VTZMmX5aXm0fZQpoxOqFF14Y8ljtf5pHSSWUtC2V9adRzBq1rW0ajbICtE/peRo5nlfK8p49e7YrM6V9UJ8LvX/z5s3d+2tEsDcXaHFRpro+p17Guj5z3m1qbyT6PtLn26PvI432jadHHnnEfSfr90IjdPU57d27t8tIKIrRx9FoX1Lpff0Gaj/zvie1T6oaRX5G72tf08h2fdd433XKUnjxxRfd6Hy//P5W5YdGduv3QOUGc8u21v7unxdPv1unnHJKobcJAAAUHv2+v/TSSy7TU309He/5+wHq/6iPrywx9fmiUR/K3x/QMYoqGEWi43dldek8gI6d1D/Sc9U/03X13ZQ5G+04NZr89k1LCq17ZdeqFLWObbVe1J9TH1XLUVTH/UV1HKz+pSr4aHurD69zHOpjqD+kfl156I+pv6L1pXMfXkattonWmc79aB2+/PLL7jPm0edR/R49V30etVvV5PQaOR2Px9I3z89nT+folDms/rYep31TWfY6T+PfL8PPr+icj85l6RyCHq/t732vKCNW89Iq+7ogFZ20fm688caQ2wqjTLLORWk51Z9R25XZq/MIOnen5YiVzk2pfVq3Wh9qr/ZHnbdRBSm9pnduLdbzZIVNn+XnnnvOnSPR51R9TO1HmvM8vI+tUuyqBKVtqMcqS1fPD++vluVzpgCyc8N2ItwOAEAIzYcbKYijUj7+QKY6UPGYA0MHxF5pKM2nS2ADJZU61DrZIkOGDHHlzVB4FBD15mJSh90/f3NppRMTXrnF+++/P09z3gMAAAAoWVS2WaWVw+d0VQl1nU/RwGrRAIHcpiUqCgoAqyy6qLx4cU6jAwBgjlsAQIw0T6+yrBWkVWaeOhmar2nw4MHBx2geDY2cLC5qj+YN0ahUL2jrzSMKlCTaPzUfsEZVex1vjZ7WCHEgEgWcNWfV3Llz7e2333a3aRQ0gX4AAACgdFPVsr333ttl0CsbWhmP6i+qIpcXtJXc5h8uTJpzVudYNB+v5kz1KGMYAFC8CNwCAGKiAg0q56xLJCpPpDIrhVGKO1YqGaVyrh69t8rRFGcbgFg88cQTweCbv+yWSs0BkeikjZc57FHJZ5VVAwAAAFC6rV+/3gYOHBjxPp3TUF/g9NNPL7b2KGh73HHHhdymbFsv8xYAUHwI3AIAYqJ5YzXyUnMBKct1586dLmPwgAMOcHOjak4OzSsSD3pfzV3Up08fN5csUFJpzhoNclAATnOFA7lRlq2CtfqO1TxcAAAAAEo3ncPo3bu3jR8/3lXZ2bRpk5urdY899nDzGKvKTseOHePSNgWNNS+sqq09/vjjeZ4/FQBQcMxxCwAAAAAAAAAAAABxxpAZAAAAAAAAAAAAAIgzArcAAAAAAAAAAAAAEGcEbgGgFOnUqZObb0TzZK5YsSLezSkTNHek1qkuDz/8cLybU+YsXrw4uH51+fHHH4vlff3v+dZbb1k8aDYKzQGtNtSoUcPNDQ0AAFAS0c+AX5cuXYLH0ldeeWW+X0f9K+911O8qaX0+9U38/Qb1XfKioM8v6/2hsiwe2z5efeuyhvVYtPL7va/fGu95+g0qiu+zknL+T8vgXya/W265JXj7d999F7c2Iv4I3AJAKTFy5Ej77bff3N8XX3yxNW3a1P3t/7GP9VISOpQzZ860AQMGWLdu3Wzfffe1mjVruhNFe+yxh51//vk2YcKEqM/duXOnPfXUU9ahQwcXEKtataoLkPXp08e2bNlipU34QZv/Ur16dTv44IPt/vvvt7Vr18a7qSVCaTkJofbdfffd7u9t27ZZ//79490kAACAbOhnFE0/wx/89C6///57joHzkrYuy7OSHJQtjQEc/yUxMdFq1aplhx9+uOsjqa9U3pWXYOK8efPc92nXrl2tXr16MfXtI32XRrsApd2dd95pFSpUcH8/8MADLiEA5VNSvBsAAIhN3759g3/37NnTSrv77rvPRo8ene325cuX2yeffOIuTz75pN17770h92/YsMFOOukkmzFjRsjtc+bMcZf333/ffvjhB2vZsqWVBdu3b3cnn3R544037Pvvv7d27drFu1kl3tNPPx38u2PHjnFrxyWXXGL33HOPrV+/3l555RW33zdu3Dhu7QEAAAhHP6P4+hkDBw7MFpyYOnVqMHBeUtx00012+umnu78VuM6vk08+2apVq+b+VgC9pGnVqlVIv6FOnTrF+vzySoEIDYSYMmWKu7z55pv2008/WbNmzeLdtBJN+5d/f9P+V9rou5kBzSit53eKgz7Xp512mn355ZfueESD684555x4NwtxQOAWAEqBSZMm2Z9//un+1qhxZWBGOoCRBQsW2JAhQ4LXL7jgAjv00ENDHlOSOpRt27a1E0880erWretOWnz11VfB+zS6rHv37m6ZPddff33wZErlypXthhtusEqVKtnrr7/uTrZopOqFF15ov/76qxvJWxrdeOON7mAtLS3Nxo0bF8wKUPDviiuuyHYyCdl5ma7xlpyc7A6yX3vtNUtPT3cn6nr37h3vZgEAADj0M4q3n/HRRx+59Vq/fv3gbS+++KKVNNq2heHII490l5JKWdgF6TcU9PnljT53tWvXdhm2Ckr88ccf7vaFCxfabbfd5gIUiE5VAMrC/qZ94JBDDnHnPNRPzstAEr/MzEx78MEH3f+iKgsom8rCfp8XOtbQd6S8+uqrBG7LqwAAoMS79tprVRvDXR544IEcHzt+/PjgY3UZNmxYtsfs2LEj8NxzzwWOPPLIQK1atQLJycmBBg0aBLp16xb4+OOPc33NBQsWBJ5//vlAmzZtAhUrVgw0adIk0KtXr8DWrVtjXqZHHnkkMGHChGy3P/TQQyHvNXDgwOB9c+bMCbnvtddeC943ZsyYkPu+/fbbmNrRokWL4HP69u0bmD59eqBr166BGjVqBKpVqxY4+eSTA9OmTQs+/t9//w0kJiYGnzN69Ohsr3nooYcG77/xxhtzbYO2kb/tWt9+Rx99dLb17zdu3LhAjx49Ak2bNg2kpKQEqlevHmjfvr1blxs2bMh1mX/77bfASSedFHWZZdGiRTm2sXPnzsH7rrjiipiet3DhwkDPnj3d8jVr1ixQpUoV137tT6effnrgyy+/jPoekS5aLk9un4GCrjOtn9NOOy1Qs2bNQOXKld0yTJw4MeL29e+brVu3jvgYAACAeKCfUXT9DP+xq7//8OijjwYfs2rVKreOdHuFChVC3kfH0R4dX3u363VzWoc5PW/lypWB6667LtCoUSN3DLzffvuFLGtux/aeZcuWBe69997AwQcf7I6jta322GOPQPfu3d368ui4OdKxen77JPLGG28EzjvvPNf2unXrBpKSklwbDjroINemdevWZXtO+Hvltu5y6nP410lO6152794deOedd9xy1a9f323revXqBU499dTAN998E4jkiy++CJxyyinuc+Mt21577eXW7eOPP+5eMxbhn9WxY8cGjjnmmEDVqlXdZ1N9ofnz5wcf/8MPP4Q85++//862LA0bNgze/8QTT+TaBv/2D18/O3fudMvl3ad1o9v8RowY4daV3lf3q92dOnUKPPPMM4HU1NRcl1nr+Kijjoq6zLFsw7zuOzJjxozATTfdFDjssMPcd1ilSpXcZ6R58+aB888/P1u/0f8ekS7eZz63PnlhrDN9frt06eLWmT6HOjcye/bsQGHRb4QnfHki/abk5P333891fUQSaT1+9tlngSOOOML17bXOzj333MDSpUtDnpeRkRHo06eP+z3TvqtzAfqM1qlTx50P0G9Kenp6yDkH//vo/Ef4Z6px48bB+x977LGQ+/U7dsEFF7jvVu+chdo4aNCgkPfJTX5/Z3P6/s5pXwx/nl73zjvvdOd89H5635deeimQlZUV8po5/c7ltJ/ouh7v/R5o++2zzz7us/byyy/n+HmeOXNm4Mwzz3TPye28zurVqwO9e/d2vzX6bGhZWrVqFbj55psDS5YsificxYsXBy688MJA7dq13fkufQfruzj8HGC4bdu2uW3uHT+E74soHwjcAkApoAN87wf966+/LtAJFZ0caNu2bY4dA3VodFAa7TWPP/74iM/r2LFjIC0trUDL+ueff4a8pjoYngEDBoTc5w+w6aBPnfy8BEzDD9xOOOEEd/AVvlw6gPMfvClg592nkwZ+Ohj3P3fKlCkFDtzefffdIff/8ssvwft0AJzTtlRgMryj5V9mHZh6J4tyWuaiCNx+9dVXObZdl379+kV8j4IEbgu6ztQBj7TOtO/MnTs32/ZVRyUhISHqyQAAAIB4oZ9RdP0M/7GrApze8aSONb114A8mn3322UUauFWgwR8k8F8UDI01cKtgmAII0baxBmbmNXAba59EOnTokOux/IoVK+IeuFWA6sQTT8zxddQvyalfGOkS6+fA/xwFmvz9Ee+iQIc/QHvAAQcE77vnnntCXs8f2NUgAw0CKEjgVhQc89/vbbfMzEwXdMlpPSj4E94G//3HHXdcxOeFL3NRBG4VlMqp7doW/u/PwgjcFsY6U5A72n6ydu3aQGEraOBWA6+952rwfH7fVwMlIq2vvffeO+TzpmBabp9Pfea1LbzfDv+21cALv++//z54n4JzGhDj0UCqnN5HAcDt27fHtLz5/Z0tjMCtBhD4Exv8l9tuu63Agdvw75jwi97fz7899B4aVBHLeZ1Jkya5QTfR3kdB/PABY1pHGiQV6fOvwRX+2yLx/9bl9bOBsqF01pAEgHJk6dKl7uIJL0eWnzk3NUeT59xzz7WHHnrIOnXqFLzt008/tccffzzqa2huJ5UW0/P880uoBNlTTz1VoPb99ddfIdcPO+yw4N+zZs0K/q05kvyl2BISEkLmm/I/NlaaP7ZFixb2v//9z5Uk9kqgqWTxVVddZbt373bXVcbJ88UXX7gSxh7NmeUvz1YY82+Ez3nVqFEj9/+7775rzz33XMj79enTx66++mqrUKGCu23FihWurIpXPijczz//7NZbbstcFJKSklw5vmuvvdaVDx4wYIBr/3HHHRd8zKOPPuqWwSuRFF6yT2XcdJsuWobcFMY60zxMDRs2dPOnXXzxxcHbd+3aFbHUXfXq1UPK8E2cODHXdgIAABQ1+hnF18/Qceatt94aPNYcMWKEm0ZDJRBlr732ilgKtDCpHO2mTZvcMfWdd97pykF7Yl23S5YssfPOO8+VuvXWjbaX5km++eabbb/99stX2/LSJ2nQoIGdccYZdscdd9gjjzzi5svUe6sktrd+H3vsMSsI9S00fU14mV+v36Eylrnp1auXm/ZGUlJS7PLLL3d9m/PPP9+tN1G/5IMPPgg+55VXXgn+rf2/X79+rhTslVdeaW3atMn38owaNcqVptVrnX322cHbVQLcv5zePirvvPOOZWRkROzndu3a1Ro3bmwFob7T77//HjLFjLcN9R0xfPjw4H1HHHGE+07QvueZN2+e+86JZvz48dahQ4dcl7koVKxY0bVZ76N9Wv3c+++/P/idpjjUXXfd5fZv0WO0f/npud7+ps9sbgpjnf3yyy+u36q2nHrqqSHr7I033rCSRJ8t/xRS4XOW53XeXW0bnRc46qijgrfPnz/fPv/88+B1fW71Xa1zAPfcc49b5/qMXnTRRe7chtcu/c55j9f3mcf/WQ+/rvnVvTmeVVLf/zt5yimnuO+6W265JThnuM4p6DsmP4rydzbcmjVr3HQM2p/1GfDPY/3SSy+5ua0Lwv+dqakR9N2vc0uXXnqp7bnnnjk+V+9dr169XM/rbN261c4666zgeT+dM9T+pt89nU8Szdndo0cP97//+3T16tXB6/rd0jrXsda3336b67L5tw3nkMqpeEeOAQA5849sVamM3OQ0El4le/z3qZSUR6MCVULHu0/lXrwyTOGvqfJaHpVo8Y+sV/mT/NIo/ZYtW4aMkvXzj4RUuZhw/pLC++67b0zv6R9xpxF0mzdvDt7Xv3//kOVWSRNv5KRKr3i3P/vssxFHxflvz0n4yGqN4n/66addGbXwLFOVZfHob+/2PffcM6Ts0ODBg0OeN3LkyAItc1Fk3Ho04vmjjz5yI5OV+aBlVxkZ7zkqL+YXbf+O5TGFsc5UNso/iv+ss84K3nfIIYdEbI9/tL1/pDYAAEC80M8o2n6G//hYfYRNmza540hd1/p4++23Q/oN4X2Cws641eXzzz8P3vfCCy+E3Ocvkxnt2D68co1Klfppu/rfP9aM21j7JB6VfFUZUpV5Vmlu9R9UStifXVzQrMncMjFzeowytlWy07v9zTffDHmeSmt69ylr0NOuXbvg7b/++mu299Pr56dUsj5Hu3btCt6nz5n/fq98sDL4VDLUu/3TTz8Nfob9ZZK923MTng2nLEJtK93uz5bURdtPtHz6jvBu12fFy2AUfbf4n6fvnoIsc1Fk3HpUhvW9994LvPjii265VQrX/xx/hl4s/eZojymsdabvPv/3gH8bnXPOOYGSlHGrUur+z7t/efP6vqqo5ZUe1v8qUx4tK17WrFnjSprr/IF3/sKfrX711VeHVGTzZzGr8oNo31T5XO92/1QC/vV++eWXh7z38OHDg/fpOybSNE/h8vs7WxgZt+G/E3qev7rCJZdcUqCMW381DP3OhwufZiw/53X0+fVu1zbzr3N9Z6oMvne/HivKbPdv90svvTTqOtclEv/3Rfj6QPlAxi0AlHDr1q0L/l27du0Cvdavv/4act0/+k+jwDUqzbNx40b7+++/I77OZZddFjIyVqOGPcuXL3ej6vLqn3/+saOPPtoWLVrkru+///4hI0bD/XfslvtteXHmmWe6EfYe//qQ6dOnB0dO+kcjDx061P2vtnuP0XoJf36shgwZ4kZwanSwfwSiRv6/9dZb7u8dO3aEjPbXSFr/qHmN6M5p2+d1mYvC4sWL3YhWjerVqHVlMt99991u2bV8/n2qMBTWOtPo1CZNmgSv+7NplcUQiTd6PPwzDQAAEC/0M4qvnyG1atUKHm9qfXkZdlWrVrVrrrnGipqOX3UcG+kYNqfj2PDMWI8yQP1ZSqJM2dyynAraJ1GWqqrfKLvq+uuvd9nD6j+oElJh9x/ya/LkySHVe1TdR31I7zJ48ODgfX/88Uew73PMMceEZOCdfPLJLsvu5ZdfdllrWrdeNnJeqEqRsn5zW7/aF9VWz+uvv+7+nzBhQvCzpww1ZY7lh7IIta2UpejPltRyDRw40P2t7wZ9R/jb6lVGCv9uyanPFusyFwVlEh9wwAF20EEHufft2bOnW25ldPoV1n5aWOtM37+qFuXZZ5998vT9UFzUpx8zZkzwur4D/MubV6oApt8b0f/+Cgv+5fYqACjbXN+lyvT3zl/Mnj074nbVa3Xp0iV4/cMPP3T/f/fdd8HX1nke77tZ3wX6TvBnvvu/O/y/ifqOUTWwvCqK39lo9Pr6LPo/6/o9LqzPof87U5+50047zVVj0HfXv//+6zKko4n1vI4y0f2369yOtz2UAe0/lpo0aVJwufzHDf5M9/B1Hg3nkEDgFgDKEf/BvKjDm9P1aAfnKk+V0/M2b96cp3b9+OOPrpTPggUL3HWVDtFt6hRGO3DxynP5+W8Lf24s8rJcKlfldWpUckgHc/4TQDpgDH+9/FDn+cADD3SlWFR6TqWFvW3jPxAMb6ue55XR8R5fmNsy/OSVysnklcrNeAe2OcnPa0dSWOss/GSUSmF5srKyIj6nME72AQAAlFT0M2Ljn3LFmw5EQRV/0DI3+T0Oz+kYNqfj2Gjb2R/cKKhYt7vKlqrE7Pbt23N8PZWhLkmfh9y2p0rReoHNbt26ub+1jGPHjnVBXg0abteunQsApaam5rk9eflc6b284LCCY8uWLQvp5yoo6AW58ksBjxo1arjPo0rAzpw505o3b14ivksK2s9VcE9lz/1l44u6n1tY6yw//dx4eOaZZ0K+j/2DDfIj1uVWCV4NpM9tXYRvV3/7vMCtv0yyBsB47xl+ziI3+Qno5eezkd/PhX5bw4Pq/vfL6296pFLJ+o0XfY+qBLHKHGtQz9577+2CxtG2V6zbPS/f5972CF+u3NZ5JJxDwn8F2AEAJZb/xEBBRzn652oSjaTzn6QIH1kXbeT92rVrQ0ajhT9Po8ljpQNfHVR58+do9K4OZhVEC6fOqneAq7kjdGDmtV8HVt4oelGwM6+0XH45LZeCtgreal4OL+tWo6A9GomZX5qPxz8qMxJtG3V4vYO58LaqQ+8/oZHTtoxlmcNHdnvz8Xjr3jsZlpdRweqg+zsrmk9FIx61XDqwLexRhYW1zsJPVHhzVOXEf7Bfv379PLcdAACgsNHPKL5+hj9LVVmUXraYjiP9wdxo/Mfi/uNwbx7GWOTnGDan7exfJwUVa5/k448/Dt6mAZefffaZy7iqVKmSC3AqO7UkCP88aC5Kf2ZXOC9wr2CmAg/Kevvtt99ctvjcuXNt5MiRLhNP1ZjUZ1LGalH1cxWQ1yDkr776yu37ylzTei6Mfq72mdwysiN9l+R0vSj7uZrbMq/Zh8pOXrVqVfC6Bhpobk9932obRvr+KajCWmeF8R1R1PTZ0BywHn3m/VW08iPW5fZ//+h3QL8n+r3S/LbKoPTPA+2nuU/VTu1P+gxoHlx9viJ9psJ/41SNwJ9VGk5zV+dVrL+zhfG7o99SzVHuD9763y8vv+mR7LHHHi6DXNm1yj5Wu3ReThUYlJGsQSeakzvS91as293/+VK2tTK8c2pPpOXK7fsoEs4hgYxbACjh/KU9NHI4/Ac/L4488siQ62+//Xbwbx1MvffeeyEHJ+Hlszzvvvtu8G+dCPGPwG3atGnMo8f+97//uQMo72SKTlpoFHW0zkx4SSZ/B3L06NEhI+H9ZcBi9eWXX7qDaY9/fUiHDh1Crms0sndwp4N2r8yLlv/UU0+1olSlShVXesmjToL/YFoldXLa9nld5vADT51I8Kgzn9cgqzeq3HPuuee6fUfrU1kQOb2eOkYef0nl4lpn+aGR6p6cyvUAAAAUF/oZxdfP8FPZVH853P322y/X5/iPxTUA0svmUZBZZXSLi7/EpaoO+QMo3rpfunRpnl831j6Jvw+h/VfrT0FbBRhHjBhhhSn8pH5e+h2HH354SKBCr6WSquEX9YEUAFLAVlRuVftss2bN3H0qp611oVKu/jK8eaWAk/dZiKWf6x9M8PTTTwe/G/Q4DXIoSvpu8AdK1FZ9h0T6bsmpzxbrMufUzx0wYECes97C+7kqkeoNksmpRHtB9rfCWmd5oYHmXrlYDWgvLi+88EJwuypg65/Cqqj5t+1xxx1nbdu2decmdO5C5zCiUTs1NZRHA4q87avzE/7gq36jvCpr3nvqNyP8u+O6665z3xNqQ17F+jvr/2xoGb3B+sq29Wc950Sv7w94a7osf8n98O+evFIygL7/W7du7ZIB+vbt634L/Ofj8vOdGe3zovWgwVfh20MDNLTdDjvsMPc4bVN/IPj999+Pus6j4RwSyLgFgBJOI1J18OSV0tJBh0aM5YcOCk844QT7/vvv3XWN1l24cKE72NOob/9cJzo4jDZ/jheoU6dt1KhRIWWAdAAZi9tvv90GDRoUvK42qDyS5izy0zwV3vJqPiqNVvz000+DbdQJA3XWX3311eBzdLCkg6m8Wr9+vXXs2NHNfaqRnP4D2latWrmDcz/N+aL30ckcf6kYzRniDy4WFR0cevOT6ABYbT/77LNt5cqVIZ0ztVOjpguyzDqZoNfRqG/p37+/m5dIgc8ffvghz23XgbX2L68Ejbal5nJRx2TYsGE5PlefhyVLlri/n332WfccdYbat2/v9u+iXmd5pRN93nqTnEbMAgAAFBf6GcXXz/BTKVxlA+k4ONbsXR2zehTg1HGv2qLpWrztVxy0blWa0hv8qBPlOimvE9bK2lbwQgEdBVfyItY+iQJUKh/szXN50UUXuSxm7Sv+gFth0GfDTxlzp5xyiuvnKQvOP/9nOAXRVB7VmyNWn4dp06a5AID2KW0ztVf9KZXK1uuKAgDKGtNnSZlbyrJSP8XfP8pPhpo+R506dXL9GwWH/QMTtL3UN/PT/MEaUPDXX3/Zzp07CyXbNlb6blCG8oMPPuiu67tDAwb0uVN7/AEP7Rf+gbn5WWYtp6ppeYMzNG/p119/batXr446F2xOwgelqLS0yrWq7+nfr8NpWyt46wUlNfhEQSndpvaqrHRRr7PioM+BN+DDP1hD9F3izRWr7wP/3Kje473PlLc/FqR0fX62rdc+tUPrXYPDtV1zG8iutr722mvZqhVE+kxpzlxvTlR9x+v3UIOLlCmtcx/63lDwU9mf/oBwrGL9nfX/7shRRx1lnTt3dscKynCNlb4LJ06c6L67NKjAP6DCPyglP7SPaACT9mt9Z+u7VwFmVS4orKxeDUx47LHH3O+Usni1HvRbpe8QnQfUYCr99imLVtXzVLVAFRb0W++1Q8ut/Ve/leHrPKfPiodzSOVUAABQ4l1xxRUa5ukuDz30UI6PHT9+fPCxugwbNizk/lWrVgX233//kMeEX3r06BHIyMiI+pqnnXZaxOd16NAhsGPHjpiWqXPnzjm2wbto2f3Wr18fOPjgg6M+vkWLFoEFCxbEvG71eO+5Rx55ZCA5OTnba1aqVCnw008/RXz+119/ne3xc+bMCeSFtpH/+VrfsbrzzjtzXH9NmjQJzJ49O+oyn3DCCYGKFSvGtMxDhw6N+B577bVXYL/99ou4zRYtWhR12W688caIr6c2NW3aNHi9b9++Ie3o1atXxOfdcsstwcfk9Bko6DoLb4+u+/e/cGPGjAne36pVqxi3LAAAQNGjn1F0/Qx/O9T+vPYJdBztSUtLC+y9994R23XqqadGfZ5/+6o9fuHr3v88f9vD19M333wTqF69etT11LNnz5iOk/PTJ5k/f37E905KSgpccsklIbfFciyf0zqQ9u3bR1zGTz75JNfnp6amBk488cQ87YennHJKjo/V+pgyZUogFv7nRftM1KlTJzBv3ryIzx80aFDIY7V9Nm7cGMgL//aPtH6jyczMDJx33nk5ros2bdoEVqxYEXWZu3XrFkhISIhpmfv06RPxPQ499NBAgwYN8rzvdO3aNeq2zuk79Oyzz474vKeffjrXvnVhrLPw9uT0/ZHTd0Revudi+Vx4nnrqqeD9FSpUyNP3sV9O6zGnZfvwww8jtrVx48aBk046Keq68mj9+5+XkpLifnci6d27d67rKNK5h0gK8jt7zDHHxPS741+H/s99vXr1Am3bto34GjfffHPM+1u0/XTffffNcR3p87548eICn9f55Zdf3LLktk3862HhwoUh3x85fSeH27Ztm9s/dJ++x5YsWRLTtkbZQqlkACgFNELNU9ASUI0aNbKpU6e6TEWNQNV8Oho1rBGeGnGu0Y96j5wyRjWvq0axa2R6xYoV3Ug/jUpX5mVB5xfJjeaamjRpkj3xxBNupLlKyeg91RaVklLWZn7LiKjUluak0f8adavX9m479thjIz5HJVj8I5RVFkttKS7ajhp1rgwBjerTiFzN96SRfBpxq5HoOZXP0UhcjeLUts9tma+55ho3OlOj2lNSUty+dNNNN7lR4bGUrYu0Hz3yyCPWokUL125lQmh0qeZ7yWn/U7av9jeVBvKXICuudZZX/s+s/7MMAAAQb/QziqefUVDK0lQ2s+ZRVPaQrqvfoblPdfxcnNT/UbaQ3lcZWzqO1vG0jquV3ZifKWNi7ZOo36XblEmoTDe9tzLAtG6UJVrYlKWp6jzK4srrfJ9qnyozae5krRP1l7Tva59SFrFKISsDz58JrnWq/f2II45w2WPqc+lzoP1Ombnqd4VnwcWaMfbNN9+4TDG1S5/Nc845x2VmRivVrffzSjjLWWedFXVu1MKmPp6yRDW1jdZdgwYN3LpTu7Xfq3yzvmtymjdYnxVl+ytTTftTTsusPunjjz/uMuW0L6t/2rt3bzencH6+d5S5f8cdd7jvL21D7bd6/TfeeCPH56mvrfWufSVaVYKiXGd54S+tr9cvasrSfPHFF4PXtS2L+/tY2a1ax8pY1n6i3wxlfCp7Ppb1Gp5dqyxa/1zwftpf9J2ojG3tl/oe0Hvqe0Hff7rfq3CRV3n5nVUZe2XF6ndcj9V3/tChQ0OqWuREnz1lB6v8uvedpsxlbctYXyMnKmd+4403upLLOgbROtJ3nD7jyp7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", 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" ] @@ -527,7 +362,30 @@ } ], "source": [ - "# Use top 20 municipalities by population (from previous cell)\n", + "# Top 20 municipalities by population\n", + "TOP_20_BY_POPULATION = [\n", + " 'Amsterdam',\n", + " 'Rotterdam',\n", + " 'Den Haag',\n", + " 'Utrecht',\n", + " 'Eindhoven',\n", + " 'Groningen',\n", + " 'Tilburg',\n", + " 'Almere',\n", + " 'Breda',\n", + " 'Nijmegen',\n", + " 'Apeldoorn',\n", + " 'Haarlem',\n", + " 'Arnhem',\n", + " 'Haarlemmermeer',\n", + " 'Amersfoort',\n", + " 'Enschede',\n", + " 'Zaanstad',\n", + " \"'s-Hertogenbosch\",\n", + " 'Zwolle',\n", + " 'Leiden'\n", + "]\n", + "\n", "print(\"Analysing publication categories for top 20 municipalities by population...\")\n", "\n", "# Create full municipality names with 'Gemeente' prefix\n", @@ -671,14 +529,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### 4. Completeness of records by municipality.\n", + "## 4. Completeness of records by municipality\n", "\n", "Ten largest municipalities by population size are selected, to evaluate the completeness of records against each other. This is visualised in a heatmap to give easy insights." ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 50, "metadata": {}, "outputs": [ { @@ -704,7 +562,7 @@ }, { "data": { - "image/png": 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", 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" ] @@ -816,12 +674,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### 5. Completeness of records by (high-impact) algorithms." + "## 5. Completeness of records by algorithm\n", + "\n", + "View shows the total, and differences between risk-categories. High-impact algortihms are most of interest, since these are the main focus point of the Register" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 51, "metadata": {}, "outputs": [ { @@ -841,7 +701,7 @@ }, { "data": { - "image/png": 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" ] @@ -858,7 +718,7 @@ } ], "source": [ - "# Analyse by publication category\n", + "# Analysis by publication category\n", "print(\"=\" * 80)\n", "print(\"COMPLETENESS ANALYSIS BY PUBLICATION CATEGORY\")\n", "print(\"=\" * 80)\n", @@ -991,128 +851,11 @@ "\n", "print(\"=\" * 80)" ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Extra: visualisation of completeness of records between three types of governmental organisations." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Organisation Type Completeness Ranking:\n", - "(Higher average filled percentage = more complete data)\n", - "------------------------------------------------------------------------------------------\n", - "Rank Organisation Type Avg Filled % Algorithms Organisations\n", - "------------------------------------------------------------------------------------------\n", - "1. Ministeries 93.1 36 11\n", - "2. Provincies 90.1 53 11\n", - "3. Uitvoeringsorganisaties and others 89.1 368 91\n", - "4. Gemeentes 81.5 757 171\n", - "\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Create comparison dataframe\n", - "comparison_data = []\n", - "\n", - "for org_type, results in org_type_results.items():\n", - " for column, stats in results['statistics'].items():\n", - " comparison_data.append({\n", - " 'organisation_type': org_type,\n", - " 'column': column,\n", - " 'empty_count': stats['empty_count'],\n", - " 'filled_count': stats['filled_count'],\n", - " 'total_count': stats['total_count'],\n", - " 'empty_percentage': stats['empty_percentage'],\n", - " 'filled_percentage': stats['filled_percentage'],\n", - " 'unique_organisations': results['unique_organisations']\n", - " })\n", - "\n", - "comparison_df = pd.DataFrame(comparison_data)\n", - "\n", - "# Summary by organisation type\n", - "summary_by_org_type = comparison_df.groupby('organisation_type').agg({\n", - " 'empty_percentage': 'mean',\n", - " 'filled_percentage': 'mean',\n", - " 'total_count': 'first',\n", - " 'unique_organisations': 'first'\n", - "}).round(2).sort_values('filled_percentage', ascending=False)\n", - "\n", - "# Print summary\n", - "print(\"Organisation Type Completeness Ranking:\")\n", - "print(\"(Higher average filled percentage = more complete data)\")\n", - "print(\"-\" * 90)\n", - "print(f\"{'Rank':<6} {'Organisation Type':<30} {'Avg Filled %':<15} {'Algorithms':<15} {'Organisations'}\")\n", - "print(\"-\" * 90)\n", - "\n", - "for idx, (org_type, row) in enumerate(summary_by_org_type.iterrows(), 1):\n", - " ranking_indicator = f\"{idx}.\"\n", - " print(f\"{ranking_indicator:<6} {org_type:<30} {row['filled_percentage']:<15.1f} {int(row['total_count']):<15} {int(row['unique_organisations'])}\")\n", - "\n", - "print()\n", - "\n", - "# Create pivot table for heatmap\n", - "heatmap_data = comparison_df.pivot(\n", - " index='organisation_type', \n", - " columns='column', \n", - " values='filled_percentage'\n", - ")\n", - "\n", - "# Reorder rows by overall completeness\n", - "row_order = summary_by_org_type.index.tolist()\n", - "heatmap_data = heatmap_data.reindex(row_order)\n", - "\n", - "# Create algorithm counts for annotation\n", - "algo_counts = comparison_df.groupby('organisation_type')['total_count'].first()\n", - "org_counts = comparison_df.groupby('organisation_type')['unique_organisations'].first()\n", - "\n", - "# Create labels with counts\n", - "y_labels = [f\"{org_type}\\n({algo_counts[org_type]} algs, {org_counts[org_type]} orgs)\" \n", - " for org_type in heatmap_data.index]\n", - "\n", - "# Create the heatmap\n", - "fig, ax = plt.subplots(figsize=(14, 10))\n", - "sns.heatmap(heatmap_data, annot=True, fmt='.1f', cmap='RdYlGn', \n", - " cbar_kws={'label': 'Filled Percentage (%)'}, \n", - " linewidths=0.5, linecolor='gray',\n", - " yticklabels=y_labels,\n", - " ax=ax)\n", - "\n", - "ax.set_title('Data Completeness by Organisation Type\\n(Higher values = more complete data)', \n", - " fontsize=16, fontweight='bold', pad=20)\n", - "ax.set_xlabel('Key Transparency Fields', fontsize=12, fontweight='bold')\n", - "ax.set_ylabel('Organisation Type\\n(algorithms count, organisation count)', fontsize=12, fontweight='bold')\n", - "plt.xticks(rotation=45, ha='right')\n", - "plt.yticks(rotation=0)\n", - "plt.tight_layout()\n", - "\n", - "plt.show()" - ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": ".venv (3.13.7)", "language": "python", "name": "python3" }, @@ -1126,7 +869,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.9" + "version": "3.13.7" } }, "nbformat": 4, diff --git a/notebooks/Combined_Analysis_251205.ipynb b/notebooks/Combined_Analysis_251205.ipynb new file mode 100644 index 0000000..157080a --- /dev/null +++ b/notebooks/Combined_Analysis_251205.ipynb @@ -0,0 +1,877 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Algorithm Register Analysis\n", + "\n", + "## Overview\n", + "\n", + "This notebook performs multiple analyses of the Dutch Algorithm Register:\n", + "\n", + "0. **Packages, loading data and helper functions**\n", + "1. **Total number of registrations** \n", + "2. **Registered algorithms per type of organisation and risk category**\n", + "3. **Top 20 municipalities by population & algorithm publication type**\n", + "4. **Completeness of records by municipality**\n", + "5. **Completeness of records by algorithm**\n", + "\n", + "**Data source**: Gepubliceerde algoritmes 2025-12-5.csv\n", + "\n", + "**Note**: \n", + "- Paired fields (impacttoetsen + impacttoetsen_grouping, lawful_basis + lawful_basis_grouping) are combined - if EITHER is filled, the combined field is marked as filled. This is because some organisations put all their information in one record, instead of splitting between both.\n", + "- \"Uitvoeringsorganisaties and others\" includes all organisations in the Register except for municipalities (gemeentes), provinces, and ministries." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 0. Packages, loading data and helper functions" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "import numpy as np\n", + "import os\n", + "from helper_functions import is_empty, count_empty_cells_for_columns, KEY_COLUMNS, COMBINED_COLUMNS\n", + "\n", + "# Set style\n", + "sns.set_palette('husl')\n", + "\n", + "# File path\n", + "csv_file = os.path.join('../data/Gepubliceerde algoritmes 2025-12-5.csv')\n", + "\n", + "# Load data\n", + "df = pd.read_csv(csv_file)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Total number of registrations" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "✓ Loaded 1245 algorithms\n", + "✓ Total organisations: 289\n" + ] + } + ], + "source": [ + "# Rename column to UK spelling\n", + "df = df.rename(columns={'organization': 'organisation'})\n", + "\n", + "print(f\"✓ Loaded {len(df)} algorithms\")\n", + "print(f\"✓ Total organisations: {df['organisation'].nunique()}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Registered algorithms per type of organisation and risk category\n", + "\n", + "Analysis of data completeness by organisation type:\n", + "- **Gemeentes**: All municipalities\n", + "- **Provincies**: All provinces\n", + "- **Ministeries**: All ministries\n", + "- **Uitvoeringsorganisaties and others**: All organisations except gemeentes, provincies, and ministeries" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "================================================================================\n", + "Registered algorithms per type of organisation and risk category\n", + "================================================================================\n", + "\n", + "✓ Gemeentes: 777 algorithms from 174 municipalities\n", + " Overige algoritmes: 54.3%\n", + " Impactvolle algoritmes: 43.6%\n", + " Hoog-risico AI-systeem: 2.1%\n", + "\n", + "✓ Uitvoeringsorganisaties and others: 379 algorithms from 93 organisations\n", + " Impactvolle algoritmes: 57.8%\n", + " Overige algoritmes: 38.8%\n", + " Hoog-risico AI-systeem: 3.4%\n", + "\n", + "✓ Provincies: 53 algorithms from 11 provinces\n", + " Overige algoritmes: 60.4%\n", + " Impactvolle algoritmes: 28.3%\n", + " Hoog-risico AI-systeem: 11.3%\n", + "\n", + "✓ Ministeries: 36 algorithms from 11 ministries\n", + " Overige algoritmes: 72.2%\n", + " Impactvolle algoritmes: 27.8%\n", + "\n", + "================================================================================\n", + "OVERALL DISTRIBUTION ACROSS ALL ALGORITHMS IN THE REGISTER\n", + "================================================================================\n", + "\n", + "Total algorithms: 1245\n", + "\n", + "Algorithm type distribution:\n", + " Overige algoritmes: 627 algorithms (50.4%)\n", + " Impactvolle algoritmes: 583 algorithms (46.8%)\n", + " Hoog-risico AI-systeem: 35 algorithms (2.8%)\n", + "\n", + "================================================================================\n" + ] + } + ], + "source": [ + "print(\"=\" * 80)\n", + "print(\"Registered algorithms per type of organisation and risk category\")\n", + "print(\"=\" * 80)\n", + "print()\n", + "\n", + "# Helper function to print risk category breakdown\n", + "def print_risk_category_breakdown(df_subset, indent=\" \"):\n", + " \"\"\"Print percentage breakdown of risk categories for a subset of data\"\"\"\n", + " if len(df_subset) > 0:\n", + " category_counts = df_subset['publication_category'].value_counts()\n", + " for category, count in category_counts.items():\n", + " percentage = (count / len(df_subset)) * 100\n", + " print(f\"{indent}{category}: {percentage:.1f}%\")\n", + "\n", + "# Analyze each organisation type\n", + "org_type_results = {}\n", + "\n", + "# 1. Gemeentes\n", + "df_gemeentes = df[df['organisation'].str.startswith('Gemeente', na=False)]\n", + "if len(df_gemeentes) > 0:\n", + " stats = count_empty_cells_for_columns(df_gemeentes, KEY_COLUMNS)\n", + " org_type_results['Gemeentes'] = {\n", + " 'total_algorithms': len(df_gemeentes),\n", + " 'unique_organisations': df_gemeentes['organisation'].nunique(),\n", + " 'statistics': stats\n", + " }\n", + " print(f\"✓ Gemeentes: {len(df_gemeentes)} algorithms from {df_gemeentes['organisation'].nunique()} municipalities\")\n", + " print_risk_category_breakdown(df_gemeentes)\n", + " print()\n", + "\n", + "# 2. Uitvoeringsorganisaties and others (everything except gemeentes, provincies, ministeries)\n", + "df_uitvoering = df[\n", + " ~df['organisation'].str.startswith('Gemeente', na=False) &\n", + " ~df['organisation'].str.startswith('Provincie', na=False) &\n", + " ~df['organisation'].str.startswith('Ministerie', na=False)\n", + "]\n", + "if len(df_uitvoering) > 0:\n", + " stats = count_empty_cells_for_columns(df_uitvoering, KEY_COLUMNS)\n", + " org_type_results['Uitvoeringsorganisaties and others'] = {\n", + " 'total_algorithms': len(df_uitvoering),\n", + " 'unique_organisations': df_uitvoering['organisation'].nunique(),\n", + " 'statistics': stats\n", + " }\n", + " print(f\"✓ Uitvoeringsorganisaties and others: {len(df_uitvoering)} algorithms from {df_uitvoering['organisation'].nunique()} organisations\")\n", + " print_risk_category_breakdown(df_uitvoering)\n", + " print()\n", + "\n", + "# 3. Provincies\n", + "df_provincies = df[df['organisation'].str.startswith('Provincie', na=False)]\n", + "if len(df_provincies) > 0:\n", + " stats = count_empty_cells_for_columns(df_provincies, KEY_COLUMNS)\n", + " org_type_results['Provincies'] = {\n", + " 'total_algorithms': len(df_provincies),\n", + " 'unique_organisations': df_provincies['organisation'].nunique(),\n", + " 'statistics': stats\n", + " }\n", + " print(f\"✓ Provincies: {len(df_provincies)} algorithms from {df_provincies['organisation'].nunique()} provinces\")\n", + " print_risk_category_breakdown(df_provincies)\n", + " print()\n", + "\n", + "# 4. Ministeries\n", + "df_ministeries = df[df['organisation'].str.startswith('Ministerie', na=False)]\n", + "if len(df_ministeries) > 0:\n", + " stats = count_empty_cells_for_columns(df_ministeries, KEY_COLUMNS)\n", + " org_type_results['Ministeries'] = {\n", + " 'total_algorithms': len(df_ministeries),\n", + " 'unique_organisations': df_ministeries['organisation'].nunique(),\n", + " 'statistics': stats\n", + " }\n", + " print(f\"✓ Ministeries: {len(df_ministeries)} algorithms from {df_ministeries['organisation'].nunique()} ministries\")\n", + " print_risk_category_breakdown(df_ministeries)\n", + " print()\n", + "\n", + "# Overall distribution across all algorithms in the register\n", + "print(\"=\" * 80)\n", + "print(\"OVERALL DISTRIBUTION ACROSS ALL ALGORITHMS IN THE REGISTER\")\n", + "print(\"=\" * 80)\n", + "print()\n", + "print(f\"Total algorithms: {len(df)}\")\n", + "print()\n", + "print(\"Algorithm type distribution:\")\n", + "overall_category_counts = df['publication_category'].value_counts()\n", + "for category, count in overall_category_counts.items():\n", + " percentage = (count / len(df)) * 100\n", + " print(f\" {category}: {count} algorithms ({percentage:.1f}%)\")\n", + "print()\n", + "print(\"=\" * 80)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Top 20 municipalities by population & algorithm publication type\n", + "\n", + "Top 20 municipalities by population are manually selected (could read in from public sources for futureproofing). \n", + "They are sorted by population count to give a clearer comparison to comparable municipalities, and we show what type of algorithms (risk-category) are published." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Analysing publication categories for top 20 municipalities by population...\n", + "\n", + "✓ Filtered dataset: 272 algorithms from 18 of top 20 municipalities\n", + " - 18 municipalities have published algorithms\n", + " - 2 municipalities have not published yet\n", + " - This represents 21.8% of all algorithms\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "================================================================================\n", + "PUBLICATION CATEGORY BREAKDOWN PER MUNICIPALITY (TOP 20 BY POPULATION)\n", + "================================================================================\n", + "\n", + "Gemeente Amsterdam:\n", + " • Impactvolle algoritmes: 34 (54.0%)\n", + " • Overige algoritmes: 29 (46.0%)\n", + "\n", + "Gemeente Rotterdam:\n", + " • Overige algoritmes: 19 (67.9%)\n", + " • Impactvolle algoritmes: 8 (28.6%)\n", + " • Hoog-risico AI-systeem: 1 (3.6%)\n", + "\n", + "Gemeente Den Haag:\n", + " • Overige algoritmes: 22 (51.2%)\n", + " • Impactvolle algoritmes: 19 (44.2%)\n", + " • Hoog-risico AI-systeem: 2 (4.7%)\n", + "\n", + "Gemeente Utrecht:\n", + " • Impactvolle algoritmes: 45 (100.0%)\n", + "\n", + "Gemeente Eindhoven:\n", + " • Impactvolle algoritmes: 3 (100.0%)\n", + "\n", + "Gemeente Groningen:\n", + " • Overige algoritmes: 9 (60.0%)\n", + " • Impactvolle algoritmes: 6 (40.0%)\n", + "\n", + "Gemeente Tilburg:\n", + " • Overige algoritmes: 8 (61.5%)\n", + " • Impactvolle algoritmes: 5 (38.5%)\n", + "\n", + "Gemeente Almere:\n", + " • Overige algoritmes: 7 (58.3%)\n", + " • Impactvolle algoritmes: 5 (41.7%)\n", + "\n", + "Gemeente Breda:\n", + " ✗ No algorithms published\n", + "\n", + "Gemeente Nijmegen:\n", + " • Impactvolle algoritmes: 3 (75.0%)\n", + " • Overige algoritmes: 1 (25.0%)\n", + "\n", + "Gemeente Apeldoorn:\n", + " • Overige algoritmes: 2 (100.0%)\n", + "\n", + "Gemeente Haarlem:\n", + " • Impactvolle algoritmes: 2 (66.7%)\n", + " • Overige algoritmes: 1 (33.3%)\n", + "\n", + "Gemeente Arnhem:\n", + " • Impactvolle algoritmes: 11 (73.3%)\n", + " • Overige algoritmes: 4 (26.7%)\n", + "\n", + "Gemeente Haarlemmermeer:\n", + " • Impactvolle algoritmes: 4 (100.0%)\n", + "\n", + "Gemeente Amersfoort:\n", + " • Overige algoritmes: 5 (100.0%)\n", + "\n", + "Gemeente Enschede:\n", + " • Overige algoritmes: 2 (100.0%)\n", + "\n", + "Gemeente Zaanstad:\n", + " • Impactvolle algoritmes: 5 (83.3%)\n", + " • Overige algoritmes: 1 (16.7%)\n", + "\n", + "Gemeente 's-Hertogenbosch:\n", + " • Hoog-risico AI-systeem: 1 (100.0%)\n", + "\n", + "Gemeente Zwolle:\n", + " ✗ No algorithms published\n", + "\n", + "Gemeente Leiden:\n", + " • Impactvolle algoritmes: 5 (62.5%)\n", + " • Overige algoritmes: 3 (37.5%)\n", + "\n", + "================================================================================\n", + "\n", + "Overall distribution across 18 municipalities (of top 20 by population) that have published:\n", + " • Impactvolle algoritmes: 155 (57.0%)\n", + " • Overige algoritmes: 113 (41.5%)\n", + " • Hoog-risico AI-systeem: 4 (1.5%)\n" + ] + } + ], + "source": [ + "# Top 20 municipalities by population\n", + "TOP_20_BY_POPULATION = [\n", + " 'Amsterdam',\n", + " 'Rotterdam',\n", + " 'Den Haag',\n", + " 'Utrecht',\n", + " 'Eindhoven',\n", + " 'Groningen',\n", + " 'Tilburg',\n", + " 'Almere',\n", + " 'Breda',\n", + " 'Nijmegen',\n", + " 'Apeldoorn',\n", + " 'Haarlem',\n", + " 'Arnhem',\n", + " 'Haarlemmermeer',\n", + " 'Amersfoort',\n", + " 'Enschede',\n", + " 'Zaanstad',\n", + " \"'s-Hertogenbosch\",\n", + " 'Zwolle',\n", + " 'Leiden'\n", + "]\n", + "\n", + "print(\"Analysing publication categories for top 20 municipalities by population...\")\n", + "\n", + "# Create full municipality names with 'Gemeente' prefix\n", + "top_20_full_names = [f\"Gemeente {name}\" for name in TOP_20_BY_POPULATION]\n", + "\n", + "# Filter dataset for these municipalities\n", + "df_top20_pop = df[df['organisation'].isin(top_20_full_names)].copy()\n", + "\n", + "# Count how many have published\n", + "municipalities_with_data = [name for name in top_20_full_names if name in df_top20_pop['organisation'].values]\n", + "municipalities_without_data = [name for name in top_20_full_names if name not in df_top20_pop['organisation'].values]\n", + "\n", + "print(f\"\\n✓ Filtered dataset: {len(df_top20_pop)} algorithms from {len(municipalities_with_data)} of top 20 municipalities\")\n", + "print(f\" - {len(municipalities_with_data)} municipalities have published algorithms\")\n", + "print(f\" - {len(municipalities_without_data)} municipalities have not published yet\")\n", + "print(f\" - This represents {(len(df_top20_pop)/len(df)*100):.1f}% of all algorithms\")\n", + "\n", + "# Create visualisation of publication category distribution\n", + "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(20, 8))\n", + "\n", + "# Visualisation 1: Stacked vertical bar chart for ALL municipalities (in population order)\n", + "category_data = []\n", + "\n", + "# Include ALL 20 municipalities, even those with 0 publications\n", + "for municipality in top_20_full_names:\n", + " muni_data = df_top20_pop[df_top20_pop['organisation'] == municipality]\n", + " \n", + " if len(muni_data) > 0:\n", + " category_counts = muni_data['publication_category'].value_counts()\n", + " category_data.append({\n", + " 'municipality': municipality.replace('Gemeente ', ''),\n", + " 'Impactvolle algoritmes': category_counts.get('Impactvolle algoritmes', 0),\n", + " 'Overige algoritmes': category_counts.get('Overige algoritmes', 0),\n", + " 'Hoog-risico AI-systeem': category_counts.get('Hoog-risico AI-systeem', 0)\n", + " })\n", + " else:\n", + " # Municipality with no data - show all 0s\n", + " category_data.append({\n", + " 'municipality': municipality.replace('Gemeente ', ''),\n", + " 'Impactvolle algoritmes': 0,\n", + " 'Overige algoritmes': 0,\n", + " 'Hoog-risico AI-systeem': 0\n", + " })\n", + "\n", + "category_df = pd.DataFrame(category_data).set_index('municipality')\n", + "\n", + "# Keep order from TOP_20_BY_POPULATION (left to right)\n", + "municipality_order = [name for name in TOP_20_BY_POPULATION]\n", + "category_df_ordered = category_df.reindex(municipality_order)\n", + "\n", + "# Create stacked vertical bar chart\n", + "category_df_ordered.plot(kind='bar', stacked=True, ax=ax1, \n", + " color=['#ff7f0e', '#2ca02c', '#d62728'],\n", + " edgecolor='black', linewidth=0.5)\n", + "\n", + "ax1.set_ylabel('Number of Algorithms', fontsize=12, fontweight='bold')\n", + "ax1.set_xlabel('Municipality (by Population Rank: #1 Amsterdam → #20 Leiden)', fontsize=12, fontweight='bold')\n", + "ax1.set_title('Publication Category Distribution by Municipality\\n(Top 20 by Population)', \n", + " fontsize=14, fontweight='bold', pad=15)\n", + "ax1.legend(title='Publication Category', loc='upper right')\n", + "ax1.grid(axis='y', alpha=0.3)\n", + "plt.setp(ax1.xaxis.get_majorticklabels(), rotation=45, ha='right')\n", + "\n", + "# Add total counts on top of bars\n", + "for idx, (municipality, row) in enumerate(category_df_ordered.iterrows()):\n", + " total = row.sum()\n", + " if total > 0:\n", + " ax1.text(idx, total + 0.5, f'{int(total)}', \n", + " ha='center', va='bottom', fontweight='bold', fontsize=9)\n", + " else:\n", + " ax1.text(idx, 0.5, '0', \n", + " ha='center', va='bottom', fontweight='bold', fontsize=9, color='red')\n", + "\n", + "# Visualisation 2: Overall pie chart (only for municipalities with data)\n", + "if len(df_top20_pop) > 0:\n", + " overall_categories = df_top20_pop['publication_category'].value_counts()\n", + " colors_pie = ['#ff7f0e', '#2ca02c', '#d62728']\n", + " explode = (0.05, 0.05, 0.1)\n", + "\n", + " wedges, texts, autotexts = ax2.pie(overall_categories.values, \n", + " labels=overall_categories.index,\n", + " colors=colors_pie[:len(overall_categories)],\n", + " autopct='%1.1f%%',\n", + " startangle=90,\n", + " explode=explode[:len(overall_categories)],\n", + " shadow=True,\n", + " textprops={'fontsize': 11, 'fontweight': 'bold'})\n", + "\n", + " # Add count labels\n", + " for i, (label, count) in enumerate(zip(overall_categories.index, overall_categories.values)):\n", + " texts[i].set_text(f'{label}\\n({count} algorithms)')\n", + "\n", + " ax2.set_title(f'Overall Publication Category Distribution\\n(Top 20 Municipalities by Population, {len(municipalities_with_data)} have published)', \n", + " fontsize=14, fontweight='bold', pad=15)\n", + "else:\n", + " ax2.text(0.5, 0.5, 'No data available', ha='center', va='center', \n", + " fontsize=12, transform=ax2.transAxes)\n", + "\n", + "plt.tight_layout()\n", + "\n", + "plt.show()\n", + "\n", + "print(\"\\n\" + \"=\" * 80)\n", + "print(\"PUBLICATION CATEGORY BREAKDOWN PER MUNICIPALITY (TOP 20 BY POPULATION)\")\n", + "print(\"=\" * 80)\n", + "print()\n", + "\n", + "# Store for later analysis\n", + "classification_summary = {}\n", + "\n", + "# Print ALL municipalities in population order\n", + "for municipality in top_20_full_names:\n", + " muni_data = df_top20_pop[df_top20_pop['organisation'] == municipality]\n", + " if len(muni_data) > 0:\n", + " print(f\"{municipality}:\")\n", + " category_counts = muni_data['publication_category'].value_counts()\n", + " \n", + " classification_summary[municipality] = category_counts.to_dict()\n", + " \n", + " for category, count in category_counts.items():\n", + " percentage = (count / len(muni_data)) * 100\n", + " print(f\" • {category}: {count} ({percentage:.1f}%)\")\n", + " print()\n", + " else:\n", + " print(f\"{municipality}:\")\n", + " print(f\" ✗ No algorithms published\")\n", + " print()\n", + "\n", + "print(\"=\" * 80)\n", + "\n", + "# Overall distribution (only for municipalities that have published)\n", + "if len(df_top20_pop) > 0:\n", + " overall_categories = df_top20_pop['publication_category'].value_counts()\n", + " print(f\"\\nOverall distribution across {len(municipalities_with_data)} municipalities (of top 20 by population) that have published:\")\n", + " for category, count in overall_categories.items():\n", + " percentage = (count / len(df_top20_pop)) * 100\n", + " print(f\" • {category}: {count} ({percentage:.1f}%)\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Completeness of records by municipality\n", + "\n", + "Ten largest municipalities by population size are selected, to evaluate the completeness of records against each other. This is visualised in a heatmap to give easy insights." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "================================================================================\n", + "TOP 10 MUNICIPALITIES (BY POPULATION) - COMPLETENESS ANALYSIS\n", + "================================================================================\n", + "\n", + "✓ Amsterdam 63 algorithms (avg 70.0% filled)\n", + "✓ Rotterdam 28 algorithms (avg 83.9% filled)\n", + "✓ Den Haag 43 algorithms (avg 93.6% filled)\n", + "✓ Utrecht 45 algorithms (avg 77.8% filled)\n", + "✓ Eindhoven 3 algorithms (avg 95.8% filled)\n", + "✓ Groningen 15 algorithms (avg 85.8% filled)\n", + "✓ Tilburg 13 algorithms (avg 76.9% filled)\n", + "✓ Almere 12 algorithms (avg 75.0% filled)\n", + "⚠️ Breda No algorithms found\n", + "✓ Nijmegen 4 algorithms (avg 93.8% filled)\n", + "\n" + ] + }, + { + "data": { + 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "================================================================================\n" + ] + } + ], + "source": [ + "# Top 10 municipalities by population\n", + "TOP_10_MUNICIPALITIES = [\n", + " 'Gemeente Amsterdam',\n", + " 'Gemeente Rotterdam',\n", + " 'Gemeente Den Haag',\n", + " 'Gemeente Utrecht',\n", + " 'Gemeente Eindhoven',\n", + " 'Gemeente Groningen',\n", + " 'Gemeente Tilburg',\n", + " 'Gemeente Almere',\n", + " 'Gemeente Breda',\n", + " 'Gemeente Nijmegen'\n", + "]\n", + "\n", + "print(\"=\" * 80)\n", + "print(\"TOP 10 MUNICIPALITIES (BY POPULATION) - COMPLETENESS ANALYSIS\")\n", + "print(\"=\" * 80)\n", + "print()\n", + "\n", + "# Analyze each municipality\n", + "municipality_results = {}\n", + "muni_comparison_data = []\n", + "\n", + "for municipality in TOP_10_MUNICIPALITIES:\n", + " muni_data = df[df['organisation'] == municipality]\n", + " \n", + " if len(muni_data) > 0:\n", + " stats = count_empty_cells_for_columns(muni_data, KEY_COLUMNS)\n", + " municipality_results[municipality] = {\n", + " 'total_algorithms': len(muni_data),\n", + " 'statistics': stats\n", + " }\n", + " \n", + " # Add to comparison data\n", + " for column, stat in stats.items():\n", + " muni_comparison_data.append({\n", + " 'municipality': municipality.replace('Gemeente ', ''),\n", + " 'column': column,\n", + " 'filled_percentage': stat['filled_percentage'],\n", + " 'total_count': len(muni_data)\n", + " })\n", + " \n", + " avg_filled = sum([s['filled_percentage'] for s in stats.values()]) / len(stats)\n", + " print(f\"✓ {municipality.replace('Gemeente ', ''):<20} {len(muni_data):>4} algorithms (avg {avg_filled:.1f}% filled)\")\n", + " else:\n", + " print(f\"⚠️ {municipality.replace('Gemeente ', ''):<20} No algorithms found\")\n", + "\n", + "print()\n", + "\n", + "if muni_comparison_data:\n", + " muni_comparison_df = pd.DataFrame(muni_comparison_data)\n", + " \n", + " # Create pivot table for heatmap\n", + " muni_heatmap_data = muni_comparison_df.pivot(\n", + " index='municipality', \n", + " columns='column', \n", + " values='filled_percentage'\n", + " )\n", + " \n", + " # Sort by average completeness (descending)\n", + " muni_avg = muni_comparison_df.groupby('municipality')['filled_percentage'].mean().sort_values(ascending=False)\n", + " muni_heatmap_data = muni_heatmap_data.reindex(muni_avg.index)\n", + " \n", + " # Create algorithm counts\n", + " algo_counts_muni = muni_comparison_df.groupby('municipality')['total_count'].first()\n", + " \n", + " # Create labels\n", + " y_labels_muni = [f\"{muni}\\n(n={algo_counts_muni[muni]})\" \n", + " for muni in muni_heatmap_data.index]\n", + " \n", + " # Create heatmap\n", + " fig, ax = plt.subplots(figsize=(14, 10))\n", + " sns.heatmap(muni_heatmap_data, annot=True, fmt='.1f', cmap='RdYlGn', \n", + " cbar_kws={'label': 'Filled Percentage (%)'}, \n", + " linewidths=0.5, linecolor='gray',\n", + " yticklabels=y_labels_muni,\n", + " ax=ax)\n", + " \n", + " ax.set_title('Data Completeness: Top 10 Municipalities by Population\\n(Higher values = more complete data)', \n", + " fontsize=16, fontweight='bold', pad=20)\n", + " ax.set_xlabel('Key Transparency Fields', fontsize=12, fontweight='bold')\n", + " ax.set_ylabel('Municipality\\n(algorithm count)', fontsize=12, fontweight='bold')\n", + " plt.xticks(rotation=45, ha='right')\n", + " plt.yticks(rotation=0)\n", + " plt.tight_layout()\n", + " \n", + "plt.show()\n", + "\n", + "print(\"=\" * 80)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Completeness of records by algorithm\n", + "\n", + "View shows the total, and differences between risk-categories. High-impact algortihms are most of interest, since these are the main focus point of the Register" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "================================================================================\n", + "COMPLETENESS ANALYSIS BY PUBLICATION CATEGORY\n", + "================================================================================\n", + "\n", + "Total algorithms: 1245\n", + " - Overige algoritmes: 627\n", + " - Impactvolle algoritmes: 583\n", + " - Hoog-risico AI-systeem: 35\n", + "\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "================================================================================\n" + ] + } + ], + "source": [ + "# Analysis by publication category\n", + "print(\"=\" * 80)\n", + "print(\"COMPLETENESS ANALYSIS BY PUBLICATION CATEGORY\")\n", + "print(\"=\" * 80)\n", + "print()\n", + "\n", + "# Split by publication category\n", + "df_overige = df[df['publication_category'] == 'Overige algoritmes']\n", + "df_impactvolle = df[df['publication_category'] == 'Impactvolle algoritmes']\n", + "df_hoog_risico = df[df['publication_category'] == 'Hoog-risico AI-systeem']\n", + "\n", + "print(f\"Total algorithms: {len(df)}\")\n", + "print(f\" - Overige algoritmes: {len(df_overige)}\")\n", + "print(f\" - Impactvolle algoritmes: {len(df_impactvolle)}\")\n", + "print(f\" - Hoog-risico AI-systeem: {len(df_hoog_risico)}\")\n", + "print()\n", + "\n", + "# Calculate stats for each category\n", + "all_stats = count_empty_cells_for_columns(df, KEY_COLUMNS)\n", + "overige_stats = count_empty_cells_for_columns(df_overige, KEY_COLUMNS)\n", + "impactvolle_stats = count_empty_cells_for_columns(df_impactvolle, KEY_COLUMNS)\n", + "hoog_risico_stats = count_empty_cells_for_columns(df_hoog_risico, KEY_COLUMNS)\n", + "\n", + "# Helper function to prepare plot data\n", + "def prepare_plot_data(stats_dict):\n", + " \"\"\"Convert stats dictionary to sorted lists for plotting\"\"\"\n", + " if not stats_dict:\n", + " return [], []\n", + " # Sort by filled_percentage (ascending for better visualisation)\n", + " sorted_items = sorted(stats_dict.items(), key=lambda x: x[1]['filled_percentage'])\n", + " fields = [item[0] for item in sorted_items]\n", + " percentages = [item[1]['filled_percentage'] for item in sorted_items]\n", + " return fields, percentages\n", + "\n", + "# Create visualisation (2x2 subplot)\n", + "fig, axes = plt.subplots(2, 2, figsize=(18, 14))\n", + "fig.suptitle('Data Completeness Analysis - Key Transparency Fields by Publication Category\\n(Combined fields: impacttoetsen_combined, lawful_basis_combined)',\n", + " fontsize=16, fontweight='bold', y=0.98)\n", + "\n", + "# Plot 1: All Algorithms\n", + "ax1 = axes[0, 0]\n", + "fields_all, percentages_all = prepare_plot_data(all_stats)\n", + "y_pos = np.arange(len(fields_all))\n", + "colors_all = plt.cm.RdYlGn(np.array(percentages_all) / 100)\n", + "bars1 = ax1.barh(y_pos, percentages_all, color=colors_all, alpha=0.8)\n", + "\n", + "for idx, (bar, value) in enumerate(zip(bars1, percentages_all)):\n", + " ax1.text(value + 1, bar.get_y() + bar.get_height()/2,\n", + " f'{value:.1f}%', ha='left', va='center', fontweight='bold', fontsize=9)\n", + "\n", + "ax1.set_yticks(y_pos)\n", + "ax1.set_yticklabels(fields_all, fontsize=9)\n", + "ax1.invert_yaxis()\n", + "ax1.set_xlabel('Percentage Filled (%)', fontsize=11, fontweight='bold')\n", + "ax1.set_title(f'All Algorithms (n={len(df)})', fontsize=13, fontweight='bold')\n", + "ax1.grid(axis='x', alpha=0.3)\n", + "ax1.set_xlim(0, 100)\n", + "\n", + "# Plot 2: Overige algoritmes\n", + "ax2 = axes[0, 1]\n", + "if len(df_overige) > 0:\n", + " fields_overige, percentages_overige = prepare_plot_data(overige_stats)\n", + " y_pos = np.arange(len(fields_overige))\n", + " colors_overige = plt.cm.RdYlGn(np.array(percentages_overige) / 100)\n", + " bars2 = ax2.barh(y_pos, percentages_overige, color=colors_overige, alpha=0.8)\n", + " \n", + " for idx, (bar, value) in enumerate(zip(bars2, percentages_overige)):\n", + " ax2.text(value + 1, bar.get_y() + bar.get_height()/2,\n", + " f'{value:.1f}%', ha='left', va='center', fontweight='bold', fontsize=9)\n", + " \n", + " ax2.set_yticks(y_pos)\n", + " ax2.set_yticklabels(fields_overige, fontsize=9)\n", + " ax2.invert_yaxis()\n", + " ax2.set_xlabel('Percentage Filled (%)', fontsize=11, fontweight='bold')\n", + " ax2.set_title(f'Overige algoritmes (n={len(df_overige)})', fontsize=13, fontweight='bold')\n", + " ax2.grid(axis='x', alpha=0.3)\n", + " ax2.set_xlim(0, 100)\n", + "else:\n", + " ax2.text(0.5, 0.5, 'No data available', ha='center', va='center', fontsize=12, transform=ax2.transAxes)\n", + " ax2.set_title('Overige algoritmes', fontsize=13, fontweight='bold')\n", + "\n", + "# Plot 3: Impactvolle algoritmes\n", + "ax3 = axes[1, 0]\n", + "if len(df_impactvolle) > 0:\n", + " fields_impact, percentages_impact = prepare_plot_data(impactvolle_stats)\n", + " y_pos = np.arange(len(fields_impact))\n", + " colors_impact = plt.cm.RdYlGn(np.array(percentages_impact) / 100)\n", + " bars3 = ax3.barh(y_pos, percentages_impact, color=colors_impact, alpha=0.8)\n", + " \n", + " for idx, (bar, value) in enumerate(zip(bars3, percentages_impact)):\n", + " ax3.text(value + 1, bar.get_y() + bar.get_height()/2,\n", + " f'{value:.1f}%', ha='left', va='center', fontweight='bold', fontsize=9)\n", + " \n", + " ax3.set_yticks(y_pos)\n", + " ax3.set_yticklabels(fields_impact, fontsize=9)\n", + " ax3.invert_yaxis()\n", + " ax3.set_xlabel('Percentage Filled (%)', fontsize=11, fontweight='bold')\n", + " ax3.set_title(f'Impactvolle algoritmes (n={len(df_impactvolle)})', fontsize=13, fontweight='bold')\n", + " ax3.grid(axis='x', alpha=0.3)\n", + " ax3.set_xlim(0, 100)\n", + "else:\n", + " ax3.text(0.5, 0.5, 'No data available', ha='center', va='center', fontsize=12, transform=ax3.transAxes)\n", + " ax3.set_title('Impactvolle algoritmes', fontsize=13, fontweight='bold')\n", + "\n", + "# Plot 4: Hoog-risico AI-systeem\n", + "ax4 = axes[1, 1]\n", + "if len(df_hoog_risico) > 0:\n", + " fields_hoog, percentages_hoog = prepare_plot_data(hoog_risico_stats)\n", + " y_pos = np.arange(len(fields_hoog))\n", + " colors_hoog = plt.cm.RdYlGn(np.array(percentages_hoog) / 100)\n", + " bars4 = ax4.barh(y_pos, percentages_hoog, color=colors_hoog, alpha=0.8)\n", + " \n", + " for idx, (bar, value) in enumerate(zip(bars4, percentages_hoog)):\n", + " ax4.text(value + 1, bar.get_y() + bar.get_height()/2,\n", + " f'{value:.1f}%', ha='left', va='center', fontweight='bold', fontsize=9)\n", + " \n", + " ax4.set_yticks(y_pos)\n", + " ax4.set_yticklabels(fields_hoog, fontsize=9)\n", + " ax4.invert_yaxis()\n", + " ax4.set_xlabel('Percentage Filled (%)', fontsize=11, fontweight='bold')\n", + " ax4.set_title(f'Hoog-risico AI-systeem (n={len(df_hoog_risico)})', fontsize=13, fontweight='bold')\n", + " ax4.grid(axis='x', alpha=0.3)\n", + " ax4.set_xlim(0, 100)\n", + "else:\n", + " ax4.text(0.5, 0.5, 'No data available', ha='center', va='center', fontsize=12, transform=ax4.transAxes)\n", + " ax4.set_title('Hoog-risico AI-systeem', fontsize=13, fontweight='bold')\n", + "\n", + "plt.tight_layout()\n", + "\n", + "plt.show()\n", + "\n", + "print(\"=\" * 80)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv (3.13.7)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + 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